FileBase /isis1/DataGab/Rat08/20130718/Rat08-20130718
ElecNo 10
MinClusters 20
MaxClusters 25
MaxPossibleClusters 200
nStarts 1
RandomSeed 1
Debug 0
Verbose 1
UseFeatures 1111111111111111111111110
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 1
PriorPoint 1
SaveSorted 0
UseMaskedEStep 0
UseMaskedMStep 0
UseClusterPenalty 0
SaveCovarianceMeans 0
UseMaskedInitialConditions 0
AssignToFirstClosestMask 0
UseDistributional 0
UseDistributionalEStep 1
UseFloatMasks 0
help 0
help 0
Loaded 1813736 data points of dimension 24.
Starting from 20 clusters...
--- Clustering full data set of 1813736 points ---
Entering CEM
Assigned 20 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 96464 members
Mstep: Class 2 contains 95291 members
Mstep: Class 3 contains 95498 members
Mstep: Class 4 contains 95123 members
Mstep: Class 5 contains 95517 members
Mstep: Class 6 contains 95805 members
Mstep: Class 7 contains 95232 members
Mstep: Class 8 contains 95398 members
Mstep: Class 9 contains 95143 members
Mstep: Class 10 contains 95316 members
Mstep: Class 11 contains 95953 members
Mstep: Class 12 contains 94850 members
Mstep: Class 13 contains 95221 members
Mstep: Class 14 contains 95427 members
Mstep: Class 15 contains 95492 members
Mstep: Class 16 contains 95687 members
Mstep: Class 17 contains 95468 members
Mstep: Class 18 contains 95374 members
Mstep: Class 19 contains 95477 members
Entering Unmasked Estep
ConsiderDeletion
Score: -246146816.000000 Penalty: 44493.652344
Iteration 0F: 20 clusters Score -2.461468e+08 nChanged 1718156
Entering Unmasked Mstep
Mstep: Class 0 contains 3780 members
Mstep: Class 1 contains 52880 members
Mstep: Class 2 contains 13335 members
Mstep: Class 3 contains 27030 members
Mstep: Class 4 contains 22695 members
Mstep: Class 5 contains 109725 members
Mstep: Class 6 contains 54672 members
Mstep: Class 7 contains 25441 members
Mstep: Class 8 contains 40641 members
Mstep: Class 9 contains 188539 members
Mstep: Class 10 contains 85187 members
Mstep: Class 11 contains 335796 members
Mstep: Class 12 contains 68628 members
Mstep: Class 13 contains 77913 members
Mstep: Class 14 contains 94318 members
Mstep: Class 15 contains 71869 members
Mstep: Class 16 contains 367616 members
Mstep: Class 17 contains 65732 members
Mstep: Class 18 contains 80102 members
Mstep: Class 19 contains 27837 members
Entering Unmasked Estep
ConsiderDeletion
Score: -256346896.000000 Penalty: 44493.652344
Iteration 1F: 20 clusters Score -2.563469e+08 nChanged 824679
Entering Unmasked Mstep
Mstep: Class 0 contains 3948 members
Mstep: Class 1 contains 47710 members
Mstep: Class 2 contains 10729 members
Mstep: Class 3 contains 8357 members
Mstep: Class 4 contains 11162 members
Mstep: Class 5 contains 132791 members
Mstep: Class 6 contains 37708 members
Mstep: Class 7 contains 5684 members
Mstep: Class 8 contains 26704 members
Mstep: Class 9 contains 292120 members
Mstep: Class 10 contains 151216 members
Mstep: Class 11 contains 157861 members
Mstep: Class 12 contains 120032 members
Mstep: Class 13 contains 135404 members
Mstep: Class 14 contains 179803 members
Mstep: Class 15 contains 42152 members
Mstep: Class 16 contains 220255 members
Mstep: Class 17 contains 82407 members
Mstep: Class 18 contains 111490 members
Mstep: Class 19 contains 36203 members
Entering Unmasked Estep
ConsiderDeletion
Score: -257244016.000000 Penalty: 44493.652344
Iteration 2F: 20 clusters Score -2.57244e+08 nChanged 717579
Entering Unmasked Mstep
Mstep: Class 0 contains 2631 members
Mstep: Class 1 contains 85750 members
Mstep: Class 2 contains 16698 members
Mstep: Class 3 contains 7125 members
Mstep: Class 4 contains 9710 members
Mstep: Class 5 contains 158622 members
Mstep: Class 6 contains 55559 members
Mstep: Class 7 contains 3799 members
Mstep: Class 8 contains 31207 members
Mstep: Class 9 contains 139829 members
Mstep: Class 10 contains 168870 members
Mstep: Class 11 contains 154364 members
Mstep: Class 12 contains 140772 members
Mstep: Class 13 contains 152148 members
Mstep: Class 14 contains 151847 members
Mstep: Class 15 contains 59443 members
Mstep: Class 16 contains 147162 members
Mstep: Class 17 contains 138130 members
Mstep: Class 18 contains 136172 members
Mstep: Class 19 contains 53898 members
Entering Unmasked Estep
ConsiderDeletion
Score: -257703952.000000 Penalty: 44493.652344
Iteration 3F: 20 clusters Score -2.57704e+08 nChanged 528292
Entering Unmasked Mstep
Mstep: Class 0 contains 1624 members
Mstep: Class 1 contains 152260 members
Mstep: Class 2 contains 20950 members
Mstep: Class 3 contains 6519 members
Mstep: Class 4 contains 9363 members
Mstep: Class 5 contains 125376 members
Mstep: Class 6 contains 80165 members
Mstep: Class 7 contains 4183 members
Mstep: Class 8 contains 34973 members
Mstep: Class 9 contains 159594 members
Mstep: Class 10 contains 116991 members
Mstep: Class 11 contains 119304 members
Mstep: Class 12 contains 128068 members
Mstep: Class 13 contains 116568 members
Mstep: Class 14 contains 141799 members
Mstep: Class 15 contains 86194 members
Mstep: Class 16 contains 150299 members
Mstep: Class 17 contains 145216 members
Mstep: Class 18 contains 129911 members
Mstep: Class 19 contains 84379 members
Entering Unmasked Estep
ConsiderDeletion
Score: -257954752.000000 Penalty: 44493.652344
Iteration 4F: 20 clusters Score -2.579548e+08 nChanged 478370
Entering Unmasked Mstep
Mstep: Class 0 contains 1118 members
Mstep: Class 1 contains 168378 members
Mstep: Class 2 contains 23281 members
Mstep: Class 3 contains 6047 members
Mstep: Class 4 contains 9674 members
Mstep: Class 5 contains 116108 members
Mstep: Class 6 contains 115654 members
Mstep: Class 7 contains 5155 members
Mstep: Class 8 contains 43915 members
Mstep: Class 9 contains 136354 members
Mstep: Class 10 contains 109578 members
Mstep: Class 11 contains 116460 members
Mstep: Class 12 contains 104293 members
Mstep: Class 13 contains 103718 members
Mstep: Class 14 contains 146126 members
Mstep: Class 15 contains 122307 members
Mstep: Class 16 contains 136562 members
Mstep: Class 17 contains 124793 members
Mstep: Class 18 contains 102944 members
Mstep: Class 19 contains 121271 members
Entering Unmasked Estep
ConsiderDeletion
Score: -258079344.000000 Penalty: 44493.652344
Iteration 5F: 20 clusters Score -2.580793e+08 nChanged 374220
Entering Unmasked Mstep
Mstep: Class 0 contains 806 members
Mstep: Class 1 contains 161708 members
Mstep: Class 2 contains 26331 members
Mstep: Class 3 contains 5739 members
Mstep: Class 4 contains 9950 members
Mstep: Class 5 contains 100254 members
Mstep: Class 6 contains 151803 members
Mstep: Class 7 contains 5766 members
Mstep: Class 8 contains 62503 members
Mstep: Class 9 contains 141206 members
Mstep: Class 10 contains 97205 members
Mstep: Class 11 contains 105964 members
Mstep: Class 12 contains 89739 members
Mstep: Class 13 contains 96225 members
Mstep: Class 14 contains 144425 members
Mstep: Class 15 contains 170746 members
Mstep: Class 16 contains 138886 members
Mstep: Class 17 contains 106734 members
Mstep: Class 18 contains 84729 members
Mstep: Class 19 contains 113017 members
Entering Unmasked Estep
ConsiderDeletion
Score: -258108080.000000 Penalty: 44493.652344
Iteration 6F: 20 clusters Score -2.581081e+08 nChanged 350898
Entering Unmasked Mstep
Mstep: Class 0 contains 604 members
Mstep: Class 1 contains 156599 members
Mstep: Class 2 contains 32603 members
Mstep: Class 3 contains 5487 members
Mstep: Class 4 contains 10182 members
Mstep: Class 5 contains 96071 members
Mstep: Class 6 contains 139198 members
Mstep: Class 7 contains 5906 members
Mstep: Class 8 contains 110614 members
Mstep: Class 9 contains 135230 members
Mstep: Class 10 contains 97798 members
Mstep: Class 11 contains 107700 members
Mstep: Class 12 contains 90134 members
Mstep: Class 13 contains 92088 members
Mstep: Class 14 contains 145863 members
Mstep: Class 15 contains 169225 members
Mstep: Class 16 contains 126548 members
Mstep: Class 17 contains 98179 members
Mstep: Class 18 contains 89194 members
Mstep: Class 19 contains 104513 members
Entering Unmasked Estep
ConsiderDeletion
Score: -258197152.000000 Penalty: 44493.652344
Iteration 7F: 20 clusters Score -2.581972e+08 nChanged 297220
Entering Unmasked Mstep
Mstep: Class 0 contains 479 members
Mstep: Class 1 contains 160791 members
Mstep: Class 2 contains 42496 members
Mstep: Class 3 contains 5259 members
Mstep: Class 4 contains 10119 members
Mstep: Class 5 contains 90425 members
Mstep: Class 6 contains 132646 members
Mstep: Class 7 contains 5452 members
Mstep: Class 8 contains 175254 members
Mstep: Class 9 contains 126705 members
Mstep: Class 10 contains 93400 members
Mstep: Class 11 contains 115260 members
Mstep: Class 12 contains 80394 members
Mstep: Class 13 contains 89105 members
Mstep: Class 14 contains 150183 members
Mstep: Class 15 contains 159722 members
Mstep: Class 16 contains 117724 members
Mstep: Class 17 contains 82043 members
Mstep: Class 18 contains 84419 members
Mstep: Class 19 contains 91860 members
Entering Unmasked Estep
ConsiderDeletion
Score: -258192464.000000 Penalty: 44493.652344
Iteration 8F: 20 clusters Score -2.581925e+08 nChanged 310252
Entering Unmasked Mstep
Mstep: Class 0 contains 401 members
Mstep: Class 1 contains 162352 members
Mstep: Class 2 contains 58208 members
Mstep: Class 3 contains 4974 members
Mstep: Class 4 contains 10249 members
Mstep: Class 5 contains 86981 members
Mstep: Class 6 contains 143644 members
Mstep: Class 7 contains 4685 members
Mstep: Class 8 contains 120229 members
Mstep: Class 9 contains 118855 members
Mstep: Class 10 contains 93064 members
Mstep: Class 11 contains 140221 members
Mstep: Class 12 contains 82087 members
Mstep: Class 13 contains 93749 members
Mstep: Class 14 contains 147358 members
Mstep: Class 15 contains 173020 members
Mstep: Class 16 contains 116669 members
Mstep: Class 17 contains 87331 members
Mstep: Class 18 contains 82139 members
Mstep: Class 19 contains 87520 members
Entering Unmasked Estep
ConsiderDeletion
Score: -258288640.000000 Penalty: 44493.652344
Iteration 9F: 20 clusters Score -2.582886e+08 nChanged 252028
Entering Unmasked Mstep
Mstep: Class 0 contains 330 members
Mstep: Class 1 contains 153279 members
Mstep: Class 2 contains 76742 members
Mstep: Class 3 contains 4664 members
Mstep: Class 4 contains 9885 members
Mstep: Class 5 contains 87121 members
Mstep: Class 6 contains 134235 members
Mstep: Class 7 contains 4095 members
Mstep: Class 8 contains 153884 members
Mstep: Class 9 contains 112607 members
Mstep: Class 10 contains 92535 members
Mstep: Class 11 contains 145822 members
Mstep: Class 12 contains 81325 members
Mstep: Class 13 contains 100450 members
Mstep: Class 14 contains 150055 members
Mstep: Class 15 contains 151503 members
Mstep: Class 16 contains 108298 members
Mstep: Class 17 contains 79900 members
Mstep: Class 18 contains 83150 members
Mstep: Class 19 contains 83856 members
Entering Unmasked Estep
ConsiderDeletion
Score: -258381808.000000 Penalty: 44493.652344
Iteration 10F: 20 clusters Score -2.583818e+08 nChanged 220991
Entering Unmasked Mstep
Mstep: Class 0 contains 290 members
Mstep: Class 1 contains 155761 members
Mstep: Class 2 contains 97272 members
Mstep: Class 3 contains 4261 members
Mstep: Class 4 contains 9617 members
Mstep: Class 5 contains 85156 members
Mstep: Class 6 contains 138448 members
Mstep: Class 7 contains 4094 members
Mstep: Class 8 contains 129833 members
Mstep: Class 9 contains 107182 members
Mstep: Class 10 contains 91619 members
Mstep: Class 11 contains 149161 members
Mstep: Class 12 contains 81588 members
Mstep: Class 13 contains 110299 members
Mstep: Class 14 contains 139318 members
Mstep: Class 15 contains 159883 members
Mstep: Class 16 contains 109014 members
Mstep: Class 17 contains 79330 members
Mstep: Class 18 contains 81524 members
Mstep: Class 19 contains 80086 members
Entering Unmasked Estep
ConsiderDeletion
Score: -258477344.000000 Penalty: 44493.652344
Iteration 11F: 20 clusters Score -2.584773e+08 nChanged 210694
Entering Unmasked Mstep
Mstep: Class 0 contains 245 members
Mstep: Class 1 contains 148109 members
Mstep: Class 2 contains 120137 members
Mstep: Class 3 contains 3886 members
Mstep: Class 4 contains 9400 members
Mstep: Class 5 contains 84720 members
Mstep: Class 6 contains 134109 members
Mstep: Class 7 contains 4447 members
Mstep: Class 8 contains 141219 members
Mstep: Class 9 contains 103807 members
Mstep: Class 10 contains 89049 members
Mstep: Class 11 contains 145990 members
Mstep: Class 12 contains 79139 members
Mstep: Class 13 contains 122631 members
Mstep: Class 14 contains 143422 members
Mstep: Class 15 contains 145390 members
Mstep: Class 16 contains 104759 members
Mstep: Class 17 contains 74018 members
Mstep: Class 18 contains 83532 members
Mstep: Class 19 contains 75727 members
Entering Unmasked Estep
ConsiderDeletion
Score: -258577072.000000 Penalty: 44493.652344
Iteration 12F: 20 clusters Score -2.585771e+08 nChanged 195209
Entering Unmasked Mstep
Mstep: Class 0 contains 214 members
Mstep: Class 1 contains 145787 members
Mstep: Class 2 contains 144797 members
Mstep: Class 3 contains 3541 members
Mstep: Class 4 contains 9272 members
Mstep: Class 5 contains 84082 members
Mstep: Class 6 contains 133046 members
Mstep: Class 7 contains 5034 members
Mstep: Class 8 contains 131817 members
Mstep: Class 9 contains 99643 members
Mstep: Class 10 contains 86196 members
Mstep: Class 11 contains 143408 members
Mstep: Class 12 contains 80144 members
Mstep: Class 13 contains 133705 members
Mstep: Class 14 contains 132308 members
Mstep: Class 15 contains 146525 members
Mstep: Class 16 contains 104557 members
Mstep: Class 17 contains 70380 members
Mstep: Class 18 contains 86243 members
Mstep: Class 19 contains 73037 members
Entering Unmasked Estep
ConsiderDeletion
Score: -258653760.000000 Penalty: 44493.652344
Iteration 13F: 20 clusters Score -2.586538e+08 nChanged 195278
Entering Unmasked Mstep
Mstep: Class 0 contains 179 members
Mstep: Class 1 contains 141554 members
Mstep: Class 2 contains 165637 members
Mstep: Class 3 contains 3228 members
Mstep: Class 4 contains 9780 members
Mstep: Class 5 contains 85344 members
Mstep: Class 6 contains 131245 members
Mstep: Class 7 contains 5634 members
Mstep: Class 8 contains 133808 members
Mstep: Class 9 contains 98225 members
Mstep: Class 10 contains 81805 members
Mstep: Class 11 contains 138762 members
Mstep: Class 12 contains 80330 members
Mstep: Class 13 contains 139206 members
Mstep: Class 14 contains 126350 members
Mstep: Class 15 contains 134488 members
Mstep: Class 16 contains 105205 members
Mstep: Class 17 contains 66818 members
Mstep: Class 18 contains 95685 members
Mstep: Class 19 contains 70453 members
Entering Unmasked Estep
ConsiderDeletion
Score: -258684688.000000 Penalty: 44493.652344
Iteration 14F: 20 clusters Score -2.586847e+08 nChanged 178165
Entering Unmasked Mstep
Mstep: Class 0 contains 156 members
Mstep: Class 1 contains 139194 members
Mstep: Class 2 contains 168114 members
Mstep: Class 3 contains 2988 members
Mstep: Class 4 contains 11115 members
Mstep: Class 5 contains 93099 members
Mstep: Class 6 contains 132531 members
Mstep: Class 7 contains 6063 members
Mstep: Class 8 contains 131901 members
Mstep: Class 9 contains 101642 members
Mstep: Class 10 contains 75940 members
Mstep: Class 11 contains 135983 members
Mstep: Class 12 contains 81042 members
Mstep: Class 13 contains 139038 members
Mstep: Class 14 contains 113916 members
Mstep: Class 15 contains 134239 members
Mstep: Class 16 contains 108514 members
Mstep: Class 17 contains 63979 members
Mstep: Class 18 contains 106482 members
Mstep: Class 19 contains 67800 members
Entering Unmasked Estep
ConsiderDeletion
Score: -258701632.000000 Penalty: 44493.652344
Iteration 15F: 20 clusters Score -2.587016e+08 nChanged 147858
Entering Unmasked Mstep
Mstep: Class 0 contains 139 members
Mstep: Class 1 contains 136667 members
Mstep: Class 2 contains 168174 members
Mstep: Class 3 contains 2850 members
Mstep: Class 4 contains 12424 members
Mstep: Class 5 contains 100508 members
Mstep: Class 6 contains 131662 members
Mstep: Class 7 contains 6285 members
Mstep: Class 8 contains 128756 members
Mstep: Class 9 contains 107881 members
Mstep: Class 10 contains 73356 members
Mstep: Class 11 contains 132810 members
Mstep: Class 12 contains 81305 members
Mstep: Class 13 contains 137623 members
Mstep: Class 14 contains 102885 members
Mstep: Class 15 contains 125101 members
Mstep: Class 16 contains 113715 members
Mstep: Class 17 contains 63883 members
Mstep: Class 18 contains 119231 members
Mstep: Class 19 contains 68481 members
Entering Unmasked Estep
ConsiderDeletion
Score: -258713952.000000 Penalty: 44493.652344
Iteration 16F: 20 clusters Score -2.58714e+08 nChanged 148561
Entering Unmasked Mstep
Mstep: Class 0 contains 130 members
Mstep: Class 1 contains 134641 members
Mstep: Class 2 contains 167836 members
Mstep: Class 3 contains 2768 members
Mstep: Class 4 contains 13462 members
Mstep: Class 5 contains 104828 members
Mstep: Class 6 contains 130162 members
Mstep: Class 7 contains 6394 members
Mstep: Class 8 contains 125529 members
Mstep: Class 9 contains 112545 members
Mstep: Class 10 contains 70746 members
Mstep: Class 11 contains 131940 members
Mstep: Class 12 contains 80197 members
Mstep: Class 13 contains 136344 members
Mstep: Class 14 contains 94448 members
Mstep: Class 15 contains 120089 members
Mstep: Class 16 contains 114001 members
Mstep: Class 17 contains 65044 members
Mstep: Class 18 contains 132432 members
Mstep: Class 19 contains 70200 members
Entering Unmasked Estep
ConsiderDeletion
Score: -258731072.000000 Penalty: 44493.652344
Iteration 17F: 20 clusters Score -2.587311e+08 nChanged 130059
Entering Unmasked Mstep
Mstep: Class 0 contains 123 members
Mstep: Class 1 contains 131668 members
Mstep: Class 2 contains 167150 members
Mstep: Class 3 contains 2719 members
Mstep: Class 4 contains 14462 members
Mstep: Class 5 contains 108836 members
Mstep: Class 6 contains 128885 members
Mstep: Class 7 contains 6477 members
Mstep: Class 8 contains 124194 members
Mstep: Class 9 contains 116475 members
Mstep: Class 10 contains 69159 members
Mstep: Class 11 contains 130065 members
Mstep: Class 12 contains 81360 members
Mstep: Class 13 contains 135951 members
Mstep: Class 14 contains 89201 members
Mstep: Class 15 contains 110787 members
Mstep: Class 16 contains 114655 members
Mstep: Class 17 contains 71518 members
Mstep: Class 18 contains 135501 members
Mstep: Class 19 contains 74550 members
Entering Unmasked Estep
ConsiderDeletion
Score: -258755248.000000 Penalty: 44493.652344
Iteration 18F: 20 clusters Score -2.587552e+08 nChanged 110187
Entering Unmasked Mstep
Mstep: Class 0 contains 117 members
Mstep: Class 1 contains 129074 members
Mstep: Class 2 contains 166248 members
Mstep: Class 3 contains 2678 members
Mstep: Class 4 contains 15452 members
Mstep: Class 5 contains 111708 members
Mstep: Class 6 contains 128171 members
Mstep: Class 7 contains 6526 members
Mstep: Class 8 contains 122940 members
Mstep: Class 9 contains 118309 members
Mstep: Class 10 contains 68083 members
Mstep: Class 11 contains 128822 members
Mstep: Class 12 contains 81798 members
Mstep: Class 13 contains 136882 members
Mstep: Class 14 contains 84842 members
Mstep: Class 15 contains 102974 members
Mstep: Class 16 contains 116424 members
Mstep: Class 17 contains 79429 members
Mstep: Class 18 contains 130884 members
Mstep: Class 19 contains 82375 members
Entering Unmasked Estep
ConsiderDeletion
Score: -258786128.000000 Penalty: 44493.652344
Iteration 19F: 20 clusters Score -2.587861e+08 nChanged 103018
Entering Unmasked Mstep
Mstep: Class 0 contains 113 members
Mstep: Class 1 contains 125622 members
Mstep: Class 2 contains 164986 members
Mstep: Class 3 contains 2648 members
Mstep: Class 4 contains 16515 members
Mstep: Class 5 contains 112540 members
Mstep: Class 6 contains 127094 members
Mstep: Class 7 contains 6597 members
Mstep: Class 8 contains 121193 members
Mstep: Class 9 contains 118061 members
Mstep: Class 10 contains 68529 members
Mstep: Class 11 contains 127809 members
Mstep: Class 12 contains 83055 members
Mstep: Class 13 contains 138038 members
Mstep: Class 14 contains 82126 members
Mstep: Class 15 contains 97744 members
Mstep: Class 16 contains 116056 members
Mstep: Class 17 contains 84909 members
Mstep: Class 18 contains 128702 members
Mstep: Class 19 contains 91399 members
Entering Unmasked Estep
ConsiderDeletion
Score: -258821872.000000 Penalty: 44493.652344
Iteration 20F: 20 clusters Score -2.588219e+08 nChanged 97870
Entering Unmasked Mstep
Mstep: Class 0 contains 108 members
Mstep: Class 1 contains 120503 members
Mstep: Class 2 contains 163833 members
Mstep: Class 3 contains 2624 members
Mstep: Class 4 contains 17660 members
Mstep: Class 5 contains 111940 members
Mstep: Class 6 contains 125362 members
Mstep: Class 7 contains 6626 members
Mstep: Class 8 contains 119859 members
Mstep: Class 9 contains 116926 members
Mstep: Class 10 contains 73460 members
Mstep: Class 11 contains 125752 members
Mstep: Class 12 contains 86137 members
Mstep: Class 13 contains 138960 members
Mstep: Class 14 contains 79937 members
Mstep: Class 15 contains 94077 members
Mstep: Class 16 contains 115882 members
Mstep: Class 17 contains 88206 members
Mstep: Class 18 contains 126922 members
Mstep: Class 19 contains 98962 members
Entering Unmasked Estep
ConsiderDeletion
Score: -258862272.000000 Penalty: 44493.652344
Iteration 21F: 20 clusters Score -2.588623e+08 nChanged 96497
Entering Unmasked Mstep
Mstep: Class 0 contains 107 members
Mstep: Class 1 contains 112303 members
Mstep: Class 2 contains 162805 members
Mstep: Class 3 contains 2601 members
Mstep: Class 4 contains 19020 members
Mstep: Class 5 contains 109933 members
Mstep: Class 6 contains 123137 members
Mstep: Class 7 contains 6535 members
Mstep: Class 8 contains 118499 members
Mstep: Class 9 contains 114991 members
Mstep: Class 10 contains 82932 members
Mstep: Class 11 contains 122383 members
Mstep: Class 12 contains 92838 members
Mstep: Class 13 contains 139609 members
Mstep: Class 14 contains 78049 members
Mstep: Class 15 contains 93074 members
Mstep: Class 16 contains 114520 members
Mstep: Class 17 contains 89411 members
Mstep: Class 18 contains 125372 members
Mstep: Class 19 contains 105617 members
Entering Unmasked Estep
ConsiderDeletion
Score: -258902416.000000 Penalty: 44493.652344
Iteration 22F: 20 clusters Score -2.589024e+08 nChanged 95732
Entering Unmasked Mstep
Mstep: Class 0 contains 106 members
Mstep: Class 1 contains 104898 members
Mstep: Class 2 contains 161959 members
Mstep: Class 3 contains 2578 members
Mstep: Class 4 contains 20926 members
Mstep: Class 5 contains 106912 members
Mstep: Class 6 contains 121149 members
Mstep: Class 7 contains 6219 members
Mstep: Class 8 contains 117153 members
Mstep: Class 9 contains 112813 members
Mstep: Class 10 contains 91720 members
Mstep: Class 11 contains 117818 members
Mstep: Class 12 contains 100173 members
Mstep: Class 13 contains 139711 members
Mstep: Class 14 contains 75737 members
Mstep: Class 15 contains 94863 members
Mstep: Class 16 contains 113627 members
Mstep: Class 17 contains 89052 members
Mstep: Class 18 contains 123551 members
Mstep: Class 19 contains 112771 members
Entering Unmasked Estep
ConsiderDeletion
Score: -258940496.000000 Penalty: 44493.652344
Iteration 23F: 20 clusters Score -2.589405e+08 nChanged 97552
Entering Unmasked Mstep
Mstep: Class 0 contains 106 members
Mstep: Class 1 contains 98989 members
Mstep: Class 2 contains 161269 members
Mstep: Class 3 contains 2537 members
Mstep: Class 4 contains 23361 members
Mstep: Class 5 contains 103070 members
Mstep: Class 6 contains 118958 members
Mstep: Class 7 contains 5873 members
Mstep: Class 8 contains 115412 members
Mstep: Class 9 contains 110553 members
Mstep: Class 10 contains 98770 members
Mstep: Class 11 contains 114382 members
Mstep: Class 12 contains 105960 members
Mstep: Class 13 contains 139237 members
Mstep: Class 14 contains 73457 members
Mstep: Class 15 contains 100094 members
Mstep: Class 16 contains 112402 members
Mstep: Class 17 contains 87709 members
Mstep: Class 18 contains 120766 members
Mstep: Class 19 contains 120831 members
Entering Unmasked Estep
ConsiderDeletion
Score: -258962992.000000 Penalty: 44493.652344
Iteration 24F: 20 clusters Score -2.58963e+08 nChanged 94026
Entering Unmasked Mstep
Mstep: Class 0 contains 105 members
Mstep: Class 1 contains 94109 members
Mstep: Class 2 contains 161364 members
Mstep: Class 3 contains 2497 members
Mstep: Class 4 contains 26013 members
Mstep: Class 5 contains 99103 members
Mstep: Class 6 contains 117883 members
Mstep: Class 7 contains 5739 members
Mstep: Class 8 contains 114445 members
Mstep: Class 9 contains 108481 members
Mstep: Class 10 contains 104254 members
Mstep: Class 11 contains 112075 members
Mstep: Class 12 contains 109638 members
Mstep: Class 13 contains 139088 members
Mstep: Class 14 contains 72064 members
Mstep: Class 15 contains 106433 members
Mstep: Class 16 contains 111832 members
Mstep: Class 17 contains 86246 members
Mstep: Class 18 contains 119095 members
Mstep: Class 19 contains 123272 members
Entering Unmasked Estep
ConsiderDeletion
Score: -258984112.000000 Penalty: 44493.652344
Iteration 25F: 20 clusters Score -2.589841e+08 nChanged 82739
Entering Unmasked Mstep
Mstep: Class 0 contains 104 members
Mstep: Class 1 contains 90437 members
Mstep: Class 2 contains 161287 members
Mstep: Class 3 contains 2477 members
Mstep: Class 4 contains 28681 members
Mstep: Class 5 contains 95861 members
Mstep: Class 6 contains 117559 members
Mstep: Class 7 contains 5753 members
Mstep: Class 8 contains 113971 members
Mstep: Class 9 contains 106415 members
Mstep: Class 10 contains 110286 members
Mstep: Class 11 contains 110201 members
Mstep: Class 12 contains 112780 members
Mstep: Class 13 contains 138980 members
Mstep: Class 14 contains 70928 members
Mstep: Class 15 contains 111262 members
Mstep: Class 16 contains 111107 members
Mstep: Class 17 contains 84125 members
Mstep: Class 18 contains 118757 members
Mstep: Class 19 contains 122765 members
Entering Unmasked Estep
ConsiderDeletion
Score: -258995920.000000 Penalty: 44493.652344
Iteration 26Q: 20 clusters Score -2.589959e+08 nChanged 76018
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 88428 members
Mstep: Class 2 contains 160744 members
Mstep: Class 3 contains 2476 members
Mstep: Class 4 contains 31383 members
Mstep: Class 5 contains 93354 members
Mstep: Class 6 contains 117625 members
Mstep: Class 7 contains 5821 members
Mstep: Class 8 contains 113459 members
Mstep: Class 9 contains 104584 members
Mstep: Class 10 contains 116398 members
Mstep: Class 11 contains 109054 members
Mstep: Class 12 contains 114793 members
Mstep: Class 13 contains 138983 members
Mstep: Class 14 contains 70035 members
Mstep: Class 15 contains 113603 members
Mstep: Class 16 contains 111084 members
Mstep: Class 17 contains 81951 members
Mstep: Class 18 contains 118174 members
Mstep: Class 19 contains 121684 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259001952.000000 Penalty: 44493.652344
Iteration 27Q: 20 clusters Score -2.59002e+08 nChanged 68408
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 87327 members
Mstep: Class 2 contains 159525 members
Mstep: Class 3 contains 2476 members
Mstep: Class 4 contains 34039 members
Mstep: Class 5 contains 91541 members
Mstep: Class 6 contains 117766 members
Mstep: Class 7 contains 5964 members
Mstep: Class 8 contains 113279 members
Mstep: Class 9 contains 103302 members
Mstep: Class 10 contains 118981 members
Mstep: Class 11 contains 108629 members
Mstep: Class 12 contains 116014 members
Mstep: Class 13 contains 138812 members
Mstep: Class 14 contains 69285 members
Mstep: Class 15 contains 115965 members
Mstep: Class 16 contains 111359 members
Mstep: Class 17 contains 80921 members
Mstep: Class 18 contains 117489 members
Mstep: Class 19 contains 120959 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259008800.000000 Penalty: 44493.652344
Iteration 28Q: 20 clusters Score -2.590088e+08 nChanged 59164
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 86647 members
Mstep: Class 2 contains 157647 members
Mstep: Class 3 contains 2483 members
Mstep: Class 4 contains 36727 members
Mstep: Class 5 contains 90677 members
Mstep: Class 6 contains 117533 members
Mstep: Class 7 contains 6100 members
Mstep: Class 8 contains 113087 members
Mstep: Class 9 contains 102827 members
Mstep: Class 10 contains 118434 members
Mstep: Class 11 contains 108899 members
Mstep: Class 12 contains 117022 members
Mstep: Class 13 contains 138468 members
Mstep: Class 14 contains 68687 members
Mstep: Class 15 contains 118245 members
Mstep: Class 16 contains 111739 members
Mstep: Class 17 contains 80898 members
Mstep: Class 18 contains 116817 members
Mstep: Class 19 contains 120696 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259018288.000000 Penalty: 44493.652344
Iteration 29Q: 20 clusters Score -2.590183e+08 nChanged 52162
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 85957 members
Mstep: Class 2 contains 155828 members
Mstep: Class 3 contains 2494 members
Mstep: Class 4 contains 39462 members
Mstep: Class 5 contains 90310 members
Mstep: Class 6 contains 117143 members
Mstep: Class 7 contains 6231 members
Mstep: Class 8 contains 113194 members
Mstep: Class 9 contains 102717 members
Mstep: Class 10 contains 117465 members
Mstep: Class 11 contains 109361 members
Mstep: Class 12 contains 117889 members
Mstep: Class 13 contains 138114 members
Mstep: Class 14 contains 68060 members
Mstep: Class 15 contains 119736 members
Mstep: Class 16 contains 111952 members
Mstep: Class 17 contains 81015 members
Mstep: Class 18 contains 116373 members
Mstep: Class 19 contains 120332 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259028576.000000 Penalty: 44493.652344
Iteration 30Q: 20 clusters Score -2.590286e+08 nChanged 48172
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 85622 members
Mstep: Class 2 contains 154058 members
Mstep: Class 3 contains 2509 members
Mstep: Class 4 contains 42112 members
Mstep: Class 5 contains 90229 members
Mstep: Class 6 contains 116800 members
Mstep: Class 7 contains 6378 members
Mstep: Class 8 contains 113122 members
Mstep: Class 9 contains 102783 members
Mstep: Class 10 contains 116617 members
Mstep: Class 11 contains 110038 members
Mstep: Class 12 contains 118475 members
Mstep: Class 13 contains 137589 members
Mstep: Class 14 contains 67208 members
Mstep: Class 15 contains 120496 members
Mstep: Class 16 contains 112185 members
Mstep: Class 17 contains 81146 members
Mstep: Class 18 contains 116256 members
Mstep: Class 19 contains 120010 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259038816.000000 Penalty: 44493.652344
Iteration 31Q: 20 clusters Score -2.590388e+08 nChanged 44558
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 85208 members
Mstep: Class 2 contains 152430 members
Mstep: Class 3 contains 2525 members
Mstep: Class 4 contains 44664 members
Mstep: Class 5 contains 90184 members
Mstep: Class 6 contains 116355 members
Mstep: Class 7 contains 6538 members
Mstep: Class 8 contains 113495 members
Mstep: Class 9 contains 102889 members
Mstep: Class 10 contains 116005 members
Mstep: Class 11 contains 110708 members
Mstep: Class 12 contains 118935 members
Mstep: Class 13 contains 136803 members
Mstep: Class 14 contains 66308 members
Mstep: Class 15 contains 120902 members
Mstep: Class 16 contains 112241 members
Mstep: Class 17 contains 81267 members
Mstep: Class 18 contains 116317 members
Mstep: Class 19 contains 119859 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259046880.000000 Penalty: 44493.652344
Iteration 32Q: 20 clusters Score -2.590469e+08 nChanged 41830
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 85030 members
Mstep: Class 2 contains 151085 members
Mstep: Class 3 contains 2550 members
Mstep: Class 4 contains 47118 members
Mstep: Class 5 contains 90185 members
Mstep: Class 6 contains 115861 members
Mstep: Class 7 contains 6667 members
Mstep: Class 8 contains 113738 members
Mstep: Class 9 contains 102965 members
Mstep: Class 10 contains 115547 members
Mstep: Class 11 contains 111326 members
Mstep: Class 12 contains 119311 members
Mstep: Class 13 contains 135959 members
Mstep: Class 14 contains 65238 members
Mstep: Class 15 contains 121200 members
Mstep: Class 16 contains 112478 members
Mstep: Class 17 contains 81358 members
Mstep: Class 18 contains 116568 members
Mstep: Class 19 contains 119449 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259053984.000000 Penalty: 44493.652344
Iteration 33Q: 20 clusters Score -2.59054e+08 nChanged 38857
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 84772 members
Mstep: Class 2 contains 149934 members
Mstep: Class 3 contains 2581 members
Mstep: Class 4 contains 49475 members
Mstep: Class 5 contains 90200 members
Mstep: Class 6 contains 115566 members
Mstep: Class 7 contains 6770 members
Mstep: Class 8 contains 114195 members
Mstep: Class 9 contains 103132 members
Mstep: Class 10 contains 115229 members
Mstep: Class 11 contains 111927 members
Mstep: Class 12 contains 119578 members
Mstep: Class 13 contains 134989 members
Mstep: Class 14 contains 64238 members
Mstep: Class 15 contains 121325 members
Mstep: Class 16 contains 112625 members
Mstep: Class 17 contains 81442 members
Mstep: Class 18 contains 116602 members
Mstep: Class 19 contains 119053 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259062528.000000 Penalty: 44493.652344
Iteration 34Q: 20 clusters Score -2.590625e+08 nChanged 36651
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 84296 members
Mstep: Class 2 contains 149018 members
Mstep: Class 3 contains 2612 members
Mstep: Class 4 contains 51767 members
Mstep: Class 5 contains 90175 members
Mstep: Class 6 contains 115309 members
Mstep: Class 7 contains 6847 members
Mstep: Class 8 contains 114667 members
Mstep: Class 9 contains 103289 members
Mstep: Class 10 contains 115030 members
Mstep: Class 11 contains 112460 members
Mstep: Class 12 contains 119746 members
Mstep: Class 13 contains 134023 members
Mstep: Class 14 contains 63547 members
Mstep: Class 15 contains 121366 members
Mstep: Class 16 contains 112799 members
Mstep: Class 17 contains 81525 members
Mstep: Class 18 contains 116624 members
Mstep: Class 19 contains 118533 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259069600.000000 Penalty: 44493.652344
Iteration 35Q: 20 clusters Score -2.590696e+08 nChanged 35060
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 83794 members
Mstep: Class 2 contains 148328 members
Mstep: Class 3 contains 2639 members
Mstep: Class 4 contains 53938 members
Mstep: Class 5 contains 90178 members
Mstep: Class 6 contains 115056 members
Mstep: Class 7 contains 6950 members
Mstep: Class 8 contains 115201 members
Mstep: Class 9 contains 103431 members
Mstep: Class 10 contains 114918 members
Mstep: Class 11 contains 112938 members
Mstep: Class 12 contains 119781 members
Mstep: Class 13 contains 132962 members
Mstep: Class 14 contains 62912 members
Mstep: Class 15 contains 121408 members
Mstep: Class 16 contains 112966 members
Mstep: Class 17 contains 81631 members
Mstep: Class 18 contains 116655 members
Mstep: Class 19 contains 117947 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259076544.000000 Penalty: 44493.652344
Iteration 36Q: 20 clusters Score -2.590765e+08 nChanged 34016
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 83162 members
Mstep: Class 2 contains 147699 members
Mstep: Class 3 contains 2673 members
Mstep: Class 4 contains 56035 members
Mstep: Class 5 contains 90245 members
Mstep: Class 6 contains 114708 members
Mstep: Class 7 contains 7051 members
Mstep: Class 8 contains 115870 members
Mstep: Class 9 contains 103520 members
Mstep: Class 10 contains 114904 members
Mstep: Class 11 contains 113398 members
Mstep: Class 12 contains 119770 members
Mstep: Class 13 contains 131597 members
Mstep: Class 14 contains 62587 members
Mstep: Class 15 contains 121458 members
Mstep: Class 16 contains 113108 members
Mstep: Class 17 contains 81696 members
Mstep: Class 18 contains 116607 members
Mstep: Class 19 contains 117545 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259081664.000000 Penalty: 44493.652344
Iteration 37Q: 20 clusters Score -2.590817e+08 nChanged 34123
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 82497 members
Mstep: Class 2 contains 146994 members
Mstep: Class 3 contains 2715 members
Mstep: Class 4 contains 58038 members
Mstep: Class 5 contains 90314 members
Mstep: Class 6 contains 114357 members
Mstep: Class 7 contains 7167 members
Mstep: Class 8 contains 116766 members
Mstep: Class 9 contains 103585 members
Mstep: Class 10 contains 114964 members
Mstep: Class 11 contains 113826 members
Mstep: Class 12 contains 119749 members
Mstep: Class 13 contains 130070 members
Mstep: Class 14 contains 62518 members
Mstep: Class 15 contains 121517 members
Mstep: Class 16 contains 113280 members
Mstep: Class 17 contains 81774 members
Mstep: Class 18 contains 116530 members
Mstep: Class 19 contains 116972 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259089056.000000 Penalty: 44493.652344
Iteration 38Q: 20 clusters Score -2.590891e+08 nChanged 36224
Entering ConstructFrom:
Score: -259089056.000000 Penalty: 44493.652344
Entering ConstructFrom:
Trying to split cluster 1 (82116 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 82116 members
Entering Unmasked Estep
Score: -11952010.000000 Penalty: 1838.831909
Iteration 0F: 2 clusters Score -1.195201e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41117 members
Mstep: Class 2 contains 40999 members
Entering Unmasked Estep
Score: -11910989.000000 Penalty: 3677.663818
Iteration 0F: 3 clusters Score -1.191099e+07 nChanged 39183
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41168 members
Mstep: Class 2 contains 40948 members
Entering Unmasked Estep
Score: -11935311.000000 Penalty: 3677.663818
Iteration 1F: 3 clusters Score -1.193531e+07 nChanged 5005
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40541 members
Mstep: Class 2 contains 41575 members
Entering Unmasked Estep
Score: -11941666.000000 Penalty: 3677.663818
Iteration 2F: 3 clusters Score -1.194167e+07 nChanged 7424
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37539 members
Mstep: Class 2 contains 44577 members
Entering Unmasked Estep
Score: -11952540.000000 Penalty: 3677.663818
Iteration 3F: 3 clusters Score -1.195254e+07 nChanged 9622
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31409 members
Mstep: Class 2 contains 50707 members
Entering Unmasked Estep
Score: -11960805.000000 Penalty: 3677.663818
Iteration 4F: 3 clusters Score -1.19608e+07 nChanged 7742
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25573 members
Mstep: Class 2 contains 56543 members
Entering Unmasked Estep
Score: -11965827.000000 Penalty: 3677.663818
Iteration 5F: 3 clusters Score -1.196583e+07 nChanged 5144
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21417 members
Mstep: Class 2 contains 60699 members
Entering Unmasked Estep
Score: -11967694.000000 Penalty: 3677.663818
Iteration 6F: 3 clusters Score -1.196769e+07 nChanged 3251
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18604 members
Mstep: Class 2 contains 63512 members
Entering Unmasked Estep
Score: -11968350.000000 Penalty: 3677.663818
Iteration 7Q: 3 clusters Score -1.196835e+07 nChanged 2185
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16533 members
Mstep: Class 2 contains 65583 members
Entering Unmasked Estep
Score: -11968473.000000 Penalty: 3677.663818
Iteration 8Q: 3 clusters Score -1.196847e+07 nChanged 1654
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14901 members
Mstep: Class 2 contains 67215 members
Entering Unmasked Estep
Score: -11968637.000000 Penalty: 3677.663818
Iteration 9Q: 3 clusters Score -1.196864e+07 nChanged 1321
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13588 members
Mstep: Class 2 contains 68528 members
Entering Unmasked Estep
Score: -11968818.000000 Penalty: 3677.663818
Iteration 10Q: 3 clusters Score -1.196882e+07 nChanged 1079
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12511 members
Mstep: Class 2 contains 69605 members
Entering Unmasked Estep
Score: -11968946.000000 Penalty: 3677.663818
Iteration 11Q: 3 clusters Score -1.196895e+07 nChanged 908
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11603 members
Mstep: Class 2 contains 70513 members
Entering Unmasked Estep
Score: -11968968.000000 Penalty: 3677.663818
Iteration 12Q: 3 clusters Score -1.196897e+07 nChanged 758
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10845 members
Mstep: Class 2 contains 71271 members
Entering Unmasked Estep
Score: -11968857.000000 Penalty: 3677.663818
Iteration 13Q: 3 clusters Score -1.196886e+07 nChanged 590
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10257 members
Mstep: Class 2 contains 71859 members
Entering Unmasked Estep
Score: -11968784.000000 Penalty: 3677.663818
Iteration 14Q: 3 clusters Score -1.196878e+07 nChanged 466
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9801 members
Mstep: Class 2 contains 72315 members
Entering Unmasked Estep
Score: -11968676.000000 Penalty: 3677.663818
Iteration 15Q: 3 clusters Score -1.196868e+07 nChanged 418
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9387 members
Mstep: Class 2 contains 72729 members
Entering Unmasked Estep
Score: -11968550.000000 Penalty: 3677.663818
Iteration 16Q: 3 clusters Score -1.196855e+07 nChanged 362
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9031 members
Mstep: Class 2 contains 73085 members
Entering Unmasked Estep
Score: -11968494.000000 Penalty: 3677.663818
Iteration 17Q: 3 clusters Score -1.196849e+07 nChanged 309
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8728 members
Mstep: Class 2 contains 73388 members
Entering Unmasked Estep
Score: -11968447.000000 Penalty: 3677.663818
Iteration 18Q: 3 clusters Score -1.196845e+07 nChanged 254
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8474 members
Mstep: Class 2 contains 73642 members
Entering Unmasked Estep
Score: -11968424.000000 Penalty: 3677.663818
Iteration 19Q: 3 clusters Score -1.196842e+07 nChanged 242
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8236 members
Mstep: Class 2 contains 73880 members
Entering Unmasked Estep
Score: -11968394.000000 Penalty: 3677.663818
Iteration 20F: 3 clusters Score -1.196839e+07 nChanged 248
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7996 members
Mstep: Class 2 contains 74120 members
Entering Unmasked Estep
Score: -11968331.000000 Penalty: 3677.663818
Iteration 21Q: 3 clusters Score -1.196833e+07 nChanged 253
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7749 members
Mstep: Class 2 contains 74367 members
Entering Unmasked Estep
Score: -11968331.000000 Penalty: 3677.663818
Iteration 22Q: 3 clusters Score -1.196833e+07 nChanged 269
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7484 members
Mstep: Class 2 contains 74632 members
Entering Unmasked Estep
Score: -11968482.000000 Penalty: 3677.663818
Iteration 23Q: 3 clusters Score -1.196848e+07 nChanged 304
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7188 members
Mstep: Class 2 contains 74928 members
Entering Unmasked Estep
Score: -11968917.000000 Penalty: 3677.663818
Iteration 24Q: 3 clusters Score -1.196892e+07 nChanged 352
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6838 members
Mstep: Class 2 contains 75278 members
Entering Unmasked Estep
Score: -11971194.000000 Penalty: 3677.663818
Iteration 25Q: 3 clusters Score -1.197119e+07 nChanged 250
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6588 members
Mstep: Class 2 contains 75528 members
Entering Unmasked Estep
Score: -11975506.000000 Penalty: 3677.663818
Iteration 26Q: 3 clusters Score -1.197551e+07 nChanged 157
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6435 members
Mstep: Class 2 contains 75681 members
Entering Unmasked Estep
Score: -11975653.000000 Penalty: 3677.663818
Iteration 27Q: 3 clusters Score -1.197565e+07 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6368 members
Mstep: Class 2 contains 75748 members
Entering Unmasked Estep
Score: -11975610.000000 Penalty: 3677.663818
Iteration 28Q: 3 clusters Score -1.197561e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6334 members
Mstep: Class 2 contains 75782 members
Entering Unmasked Estep
Score: -11975608.000000 Penalty: 3677.663818
Iteration 29Q: 3 clusters Score -1.197561e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6322 members
Mstep: Class 2 contains 75794 members
Entering Unmasked Estep
Score: -11975579.000000 Penalty: 3677.663818
Iteration 30Q: 3 clusters Score -1.197558e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6317 members
Mstep: Class 2 contains 75799 members
Entering Unmasked Estep
Score: -11975577.000000 Penalty: 3677.663818
Iteration 31Q: 3 clusters Score -1.197558e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6315 members
Mstep: Class 2 contains 75801 members
Entering Unmasked Estep
Score: -11975577.000000 Penalty: 3677.663818
Iteration 32Q: 3 clusters Score -1.197558e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6315 members
Mstep: Class 2 contains 75801 members
Entering Unmasked Estep
Score: -11975577.000000 Penalty: 3677.663818
Iteration 33F: 3 clusters Score -1.197558e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 6315 members
Mstep: Class 2 contains 146236 members
Mstep: Class 3 contains 2755 members
Mstep: Class 4 contains 60123 members
Mstep: Class 5 contains 90403 members
Mstep: Class 6 contains 114005 members
Mstep: Class 7 contains 7278 members
Mstep: Class 8 contains 117431 members
Mstep: Class 9 contains 103704 members
Mstep: Class 10 contains 114999 members
Mstep: Class 11 contains 114171 members
Mstep: Class 12 contains 119799 members
Mstep: Class 13 contains 128232 members
Mstep: Class 14 contains 62928 members
Mstep: Class 15 contains 121427 members
Mstep: Class 16 contains 113386 members
Mstep: Class 17 contains 81844 members
Mstep: Class 18 contains 116355 members
Mstep: Class 19 contains 116441 members
Mstep: Class 20 contains 75801 members
Entering Unmasked Estep
Score: -259104176.000000 Penalty: 46835.421875
Splitting cluster 1 changes total score from -259089056.000000 to -259104176.000000
So it's getting split into cluster 20.
Entering ConstructFrom:
Trying to split cluster 2 (146236 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 146236 members
Entering Unmasked Estep
Score: -20767980.000000 Penalty: 1932.608765
Iteration 0F: 2 clusters Score -2.076798e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73088 members
Mstep: Class 2 contains 73148 members
Entering Unmasked Estep
Score: -20767922.000000 Penalty: 3865.217529
Iteration 0F: 3 clusters Score -2.076792e+07 nChanged 70624
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71528 members
Mstep: Class 2 contains 74708 members
Entering Unmasked Estep
Score: -20811022.000000 Penalty: 3865.217529
Iteration 1F: 3 clusters Score -2.081102e+07 nChanged 7680
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70324 members
Mstep: Class 2 contains 75912 members
Entering Unmasked Estep
Score: -20813782.000000 Penalty: 3865.217529
Iteration 2F: 3 clusters Score -2.081378e+07 nChanged 8845
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69325 members
Mstep: Class 2 contains 76911 members
Entering Unmasked Estep
Score: -20818342.000000 Penalty: 3865.217529
Iteration 3F: 3 clusters Score -2.081834e+07 nChanged 10379
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69054 members
Mstep: Class 2 contains 77182 members
Entering Unmasked Estep
Score: -20824990.000000 Penalty: 3865.217529
Iteration 4F: 3 clusters Score -2.082499e+07 nChanged 11183
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69335 members
Mstep: Class 2 contains 76901 members
Entering Unmasked Estep
Score: -20833402.000000 Penalty: 3865.217529
Iteration 5F: 3 clusters Score -2.08334e+07 nChanged 10167
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69756 members
Mstep: Class 2 contains 76480 members
Entering Unmasked Estep
Score: -20839272.000000 Penalty: 3865.217529
Iteration 6F: 3 clusters Score -2.083927e+07 nChanged 6945
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70283 members
Mstep: Class 2 contains 75953 members
Entering Unmasked Estep
Score: -20841918.000000 Penalty: 3865.217529
Iteration 7Q: 3 clusters Score -2.084192e+07 nChanged 4246
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70987 members
Mstep: Class 2 contains 75249 members
Entering Unmasked Estep
Score: -20843070.000000 Penalty: 3865.217529
Iteration 8Q: 3 clusters Score -2.084307e+07 nChanged 3062
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71925 members
Mstep: Class 2 contains 74311 members
Entering Unmasked Estep
Score: -20843650.000000 Penalty: 3865.217529
Iteration 9Q: 3 clusters Score -2.084365e+07 nChanged 2679
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72928 members
Mstep: Class 2 contains 73308 members
Entering Unmasked Estep
Score: -20844206.000000 Penalty: 3865.217529
Iteration 10Q: 3 clusters Score -2.084421e+07 nChanged 2556
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73878 members
Mstep: Class 2 contains 72358 members
Entering Unmasked Estep
Score: -20844466.000000 Penalty: 3865.217529
Iteration 11Q: 3 clusters Score -2.084447e+07 nChanged 2445
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74585 members
Mstep: Class 2 contains 71651 members
Entering Unmasked Estep
Score: -20844704.000000 Penalty: 3865.217529
Iteration 12Q: 3 clusters Score -2.08447e+07 nChanged 2322
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75091 members
Mstep: Class 2 contains 71145 members
Entering Unmasked Estep
Score: -20845102.000000 Penalty: 3865.217529
Iteration 13Q: 3 clusters Score -2.08451e+07 nChanged 2307
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75346 members
Mstep: Class 2 contains 70890 members
Entering Unmasked Estep
Score: -20845354.000000 Penalty: 3865.217529
Iteration 14Q: 3 clusters Score -2.084535e+07 nChanged 2143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75337 members
Mstep: Class 2 contains 70899 members
Entering Unmasked Estep
Score: -20845564.000000 Penalty: 3865.217529
Iteration 15Q: 3 clusters Score -2.084556e+07 nChanged 2004
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 75149 members
Mstep: Class 2 contains 71087 members
Entering Unmasked Estep
Score: -20845850.000000 Penalty: 3865.217529
Iteration 16Q: 3 clusters Score -2.084585e+07 nChanged 1900
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74793 members
Mstep: Class 2 contains 71443 members
Entering Unmasked Estep
Score: -20846250.000000 Penalty: 3865.217529
Iteration 17Q: 3 clusters Score -2.084625e+07 nChanged 1807
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 74302 members
Mstep: Class 2 contains 71934 members
Entering Unmasked Estep
Score: -20846592.000000 Penalty: 3865.217529
Iteration 18Q: 3 clusters Score -2.084659e+07 nChanged 1708
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 73640 members
Mstep: Class 2 contains 72596 members
Entering Unmasked Estep
Score: -20846878.000000 Penalty: 3865.217529
Iteration 19Q: 3 clusters Score -2.084688e+07 nChanged 1489
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72955 members
Mstep: Class 2 contains 73281 members
Entering Unmasked Estep
Score: -20847006.000000 Penalty: 3865.217529
Iteration 20F: 3 clusters Score -2.084701e+07 nChanged 1403
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72254 members
Mstep: Class 2 contains 73982 members
Entering Unmasked Estep
Score: -20847242.000000 Penalty: 3865.217529
Iteration 21Q: 3 clusters Score -2.084724e+07 nChanged 1301
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71639 members
Mstep: Class 2 contains 74597 members
Entering Unmasked Estep
Score: -20847422.000000 Penalty: 3865.217529
Iteration 22Q: 3 clusters Score -2.084742e+07 nChanged 1271
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71034 members
Mstep: Class 2 contains 75202 members
Entering Unmasked Estep
Score: -20847548.000000 Penalty: 3865.217529
Iteration 23Q: 3 clusters Score -2.084755e+07 nChanged 1184
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70500 members
Mstep: Class 2 contains 75736 members
Entering Unmasked Estep
Score: -20847720.000000 Penalty: 3865.217529
Iteration 24Q: 3 clusters Score -2.084772e+07 nChanged 1146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70014 members
Mstep: Class 2 contains 76222 members
Entering Unmasked Estep
Score: -20847716.000000 Penalty: 3865.217529
Iteration 25Q: 3 clusters Score -2.084772e+07 nChanged 1104
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69622 members
Mstep: Class 2 contains 76614 members
Entering Unmasked Estep
Score: -20847800.000000 Penalty: 3865.217529
Iteration 26Q: 3 clusters Score -2.08478e+07 nChanged 1036
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69334 members
Mstep: Class 2 contains 76902 members
Entering Unmasked Estep
Score: -20847818.000000 Penalty: 3865.217529
Iteration 27Q: 3 clusters Score -2.084782e+07 nChanged 998
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69154 members
Mstep: Class 2 contains 77082 members
Entering Unmasked Estep
Score: -20847852.000000 Penalty: 3865.217529
Iteration 28Q: 3 clusters Score -2.084785e+07 nChanged 967
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69091 members
Mstep: Class 2 contains 77145 members
Entering Unmasked Estep
Score: -20847820.000000 Penalty: 3865.217529
Iteration 29Q: 3 clusters Score -2.084782e+07 nChanged 878
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69109 members
Mstep: Class 2 contains 77127 members
Entering Unmasked Estep
Score: -20847844.000000 Penalty: 3865.217529
Iteration 30Q: 3 clusters Score -2.084784e+07 nChanged 787
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69258 members
Mstep: Class 2 contains 76978 members
Entering Unmasked Estep
Score: -20847782.000000 Penalty: 3865.217529
Iteration 31Q: 3 clusters Score -2.084778e+07 nChanged 674
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69482 members
Mstep: Class 2 contains 76754 members
Entering Unmasked Estep
Score: -20847704.000000 Penalty: 3865.217529
Iteration 32Q: 3 clusters Score -2.08477e+07 nChanged 584
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69768 members
Mstep: Class 2 contains 76468 members
Entering Unmasked Estep
Score: -20847692.000000 Penalty: 3865.217529
Iteration 33Q: 3 clusters Score -2.084769e+07 nChanged 541
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70079 members
Mstep: Class 2 contains 76157 members
Entering Unmasked Estep
Score: -20847684.000000 Penalty: 3865.217529
Iteration 34Q: 3 clusters Score -2.084768e+07 nChanged 526
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70413 members
Mstep: Class 2 contains 75823 members
Entering Unmasked Estep
Score: -20847674.000000 Penalty: 3865.217529
Iteration 35Q: 3 clusters Score -2.084767e+07 nChanged 557
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 70786 members
Mstep: Class 2 contains 75450 members
Entering Unmasked Estep
Score: -20847696.000000 Penalty: 3865.217529
Iteration 36Q: 3 clusters Score -2.08477e+07 nChanged 492
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71088 members
Mstep: Class 2 contains 75148 members
Entering Unmasked Estep
Score: -20847738.000000 Penalty: 3865.217529
Iteration 37Q: 3 clusters Score -2.084774e+07 nChanged 488
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71370 members
Mstep: Class 2 contains 74866 members
Entering Unmasked Estep
Score: -20847732.000000 Penalty: 3865.217529
Iteration 38Q: 3 clusters Score -2.084773e+07 nChanged 477
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71617 members
Mstep: Class 2 contains 74619 members
Entering Unmasked Estep
Score: -20847830.000000 Penalty: 3865.217529
Iteration 39Q: 3 clusters Score -2.084783e+07 nChanged 487
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71786 members
Mstep: Class 2 contains 74450 members
Entering Unmasked Estep
Score: -20847770.000000 Penalty: 3865.217529
Iteration 40F: 3 clusters Score -2.084777e+07 nChanged 428
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71888 members
Mstep: Class 2 contains 74348 members
Entering Unmasked Estep
Score: -20847782.000000 Penalty: 3865.217529
Iteration 41Q: 3 clusters Score -2.084778e+07 nChanged 376
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71930 members
Mstep: Class 2 contains 74306 members
Entering Unmasked Estep
Score: -20847814.000000 Penalty: 3865.217529
Iteration 42Q: 3 clusters Score -2.084781e+07 nChanged 322
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71972 members
Mstep: Class 2 contains 74264 members
Entering Unmasked Estep
Score: -20847802.000000 Penalty: 3865.217529
Iteration 43Q: 3 clusters Score -2.08478e+07 nChanged 288
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71972 members
Mstep: Class 2 contains 74264 members
Entering Unmasked Estep
Score: -20847774.000000 Penalty: 3865.217529
Iteration 44Q: 3 clusters Score -2.084777e+07 nChanged 268
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71950 members
Mstep: Class 2 contains 74286 members
Entering Unmasked Estep
Score: -20847776.000000 Penalty: 3865.217529
Iteration 45Q: 3 clusters Score -2.084778e+07 nChanged 219
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71917 members
Mstep: Class 2 contains 74319 members
Entering Unmasked Estep
Score: -20847792.000000 Penalty: 3865.217529
Iteration 46Q: 3 clusters Score -2.084779e+07 nChanged 227
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71882 members
Mstep: Class 2 contains 74354 members
Entering Unmasked Estep
Score: -20847726.000000 Penalty: 3865.217529
Iteration 47Q: 3 clusters Score -2.084773e+07 nChanged 223
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71865 members
Mstep: Class 2 contains 74371 members
Entering Unmasked Estep
Score: -20847754.000000 Penalty: 3865.217529
Iteration 48Q: 3 clusters Score -2.084775e+07 nChanged 202
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71845 members
Mstep: Class 2 contains 74391 members
Entering Unmasked Estep
Score: -20847738.000000 Penalty: 3865.217529
Iteration 49Q: 3 clusters Score -2.084774e+07 nChanged 179
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71842 members
Mstep: Class 2 contains 74394 members
Entering Unmasked Estep
Score: -20847722.000000 Penalty: 3865.217529
Iteration 50Q: 3 clusters Score -2.084772e+07 nChanged 181
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71843 members
Mstep: Class 2 contains 74393 members
Entering Unmasked Estep
Score: -20847692.000000 Penalty: 3865.217529
Iteration 51Q: 3 clusters Score -2.084769e+07 nChanged 157
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71832 members
Mstep: Class 2 contains 74404 members
Entering Unmasked Estep
Score: -20847698.000000 Penalty: 3865.217529
Iteration 52Q: 3 clusters Score -2.08477e+07 nChanged 145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71835 members
Mstep: Class 2 contains 74401 members
Entering Unmasked Estep
Score: -20847648.000000 Penalty: 3865.217529
Iteration 53Q: 3 clusters Score -2.084765e+07 nChanged 145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71852 members
Mstep: Class 2 contains 74384 members
Entering Unmasked Estep
Score: -20847658.000000 Penalty: 3865.217529
Iteration 54Q: 3 clusters Score -2.084766e+07 nChanged 161
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71895 members
Mstep: Class 2 contains 74341 members
Entering Unmasked Estep
Score: -20847620.000000 Penalty: 3865.217529
Iteration 55Q: 3 clusters Score -2.084762e+07 nChanged 146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71931 members
Mstep: Class 2 contains 74305 members
Entering Unmasked Estep
Score: -20847620.000000 Penalty: 3865.217529
Iteration 56Q: 3 clusters Score -2.084762e+07 nChanged 145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 71962 members
Mstep: Class 2 contains 74274 members
Entering Unmasked Estep
Score: -20847616.000000 Penalty: 3865.217529
Iteration 57Q: 3 clusters Score -2.084762e+07 nChanged 141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72005 members
Mstep: Class 2 contains 74231 members
Entering Unmasked Estep
Score: -20847618.000000 Penalty: 3865.217529
Iteration 58Q: 3 clusters Score -2.084762e+07 nChanged 106
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72023 members
Mstep: Class 2 contains 74213 members
Entering Unmasked Estep
Score: -20847604.000000 Penalty: 3865.217529
Iteration 59Q: 3 clusters Score -2.08476e+07 nChanged 98
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72033 members
Mstep: Class 2 contains 74203 members
Entering Unmasked Estep
Score: -20847626.000000 Penalty: 3865.217529
Iteration 60F: 3 clusters Score -2.084763e+07 nChanged 106
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72033 members
Mstep: Class 2 contains 74203 members
Entering Unmasked Estep
Score: -20847606.000000 Penalty: 3865.217529
Iteration 61Q: 3 clusters Score -2.084761e+07 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72044 members
Mstep: Class 2 contains 74192 members
Entering Unmasked Estep
Score: -20847622.000000 Penalty: 3865.217529
Iteration 62Q: 3 clusters Score -2.084762e+07 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72062 members
Mstep: Class 2 contains 74174 members
Entering Unmasked Estep
Score: -20847634.000000 Penalty: 3865.217529
Iteration 63Q: 3 clusters Score -2.084763e+07 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72071 members
Mstep: Class 2 contains 74165 members
Entering Unmasked Estep
Score: -20847642.000000 Penalty: 3865.217529
Iteration 64Q: 3 clusters Score -2.084764e+07 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72093 members
Mstep: Class 2 contains 74143 members
Entering Unmasked Estep
Score: -20847652.000000 Penalty: 3865.217529
Iteration 65Q: 3 clusters Score -2.084765e+07 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72115 members
Mstep: Class 2 contains 74121 members
Entering Unmasked Estep
Score: -20847626.000000 Penalty: 3865.217529
Iteration 66Q: 3 clusters Score -2.084763e+07 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72113 members
Mstep: Class 2 contains 74123 members
Entering Unmasked Estep
Score: -20847656.000000 Penalty: 3865.217529
Iteration 67Q: 3 clusters Score -2.084766e+07 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72117 members
Mstep: Class 2 contains 74119 members
Entering Unmasked Estep
Score: -20847646.000000 Penalty: 3865.217529
Iteration 68Q: 3 clusters Score -2.084765e+07 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72114 members
Mstep: Class 2 contains 74122 members
Entering Unmasked Estep
Score: -20847638.000000 Penalty: 3865.217529
Iteration 69Q: 3 clusters Score -2.084764e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72111 members
Mstep: Class 2 contains 74125 members
Entering Unmasked Estep
Score: -20847642.000000 Penalty: 3865.217529
Iteration 70Q: 3 clusters Score -2.084764e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72111 members
Mstep: Class 2 contains 74125 members
Entering Unmasked Estep
Score: -20847648.000000 Penalty: 3865.217529
Iteration 71Q: 3 clusters Score -2.084765e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72115 members
Mstep: Class 2 contains 74121 members
Entering Unmasked Estep
Score: -20847654.000000 Penalty: 3865.217529
Iteration 72Q: 3 clusters Score -2.084765e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72118 members
Mstep: Class 2 contains 74118 members
Entering Unmasked Estep
Score: -20847650.000000 Penalty: 3865.217529
Iteration 73Q: 3 clusters Score -2.084765e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72126 members
Mstep: Class 2 contains 74110 members
Entering Unmasked Estep
Score: -20847648.000000 Penalty: 3865.217529
Iteration 74Q: 3 clusters Score -2.084765e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72136 members
Mstep: Class 2 contains 74100 members
Entering Unmasked Estep
Score: -20847644.000000 Penalty: 3865.217529
Iteration 75Q: 3 clusters Score -2.084764e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72139 members
Mstep: Class 2 contains 74097 members
Entering Unmasked Estep
Score: -20847642.000000 Penalty: 3865.217529
Iteration 76Q: 3 clusters Score -2.084764e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72149 members
Mstep: Class 2 contains 74087 members
Entering Unmasked Estep
Score: -20847636.000000 Penalty: 3865.217529
Iteration 77Q: 3 clusters Score -2.084764e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72155 members
Mstep: Class 2 contains 74081 members
Entering Unmasked Estep
Score: -20847644.000000 Penalty: 3865.217529
Iteration 78Q: 3 clusters Score -2.084764e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72159 members
Mstep: Class 2 contains 74077 members
Entering Unmasked Estep
Score: -20847632.000000 Penalty: 3865.217529
Iteration 79Q: 3 clusters Score -2.084763e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72165 members
Mstep: Class 2 contains 74071 members
Entering Unmasked Estep
Score: -20847644.000000 Penalty: 3865.217529
Iteration 80F: 3 clusters Score -2.084764e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72166 members
Mstep: Class 2 contains 74070 members
Entering Unmasked Estep
Score: -20847630.000000 Penalty: 3865.217529
Iteration 81Q: 3 clusters Score -2.084763e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72161 members
Mstep: Class 2 contains 74075 members
Entering Unmasked Estep
Score: -20847626.000000 Penalty: 3865.217529
Iteration 82Q: 3 clusters Score -2.084763e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72161 members
Mstep: Class 2 contains 74075 members
Entering Unmasked Estep
Score: -20847632.000000 Penalty: 3865.217529
Iteration 83Q: 3 clusters Score -2.084763e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72160 members
Mstep: Class 2 contains 74076 members
Entering Unmasked Estep
Score: -20847632.000000 Penalty: 3865.217529
Iteration 84Q: 3 clusters Score -2.084763e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72161 members
Mstep: Class 2 contains 74075 members
Entering Unmasked Estep
Score: -20847632.000000 Penalty: 3865.217529
Iteration 85Q: 3 clusters Score -2.084763e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 72161 members
Mstep: Class 2 contains 74075 members
Entering Unmasked Estep
Score: -20847632.000000 Penalty: 3865.217529
Iteration 86F: 3 clusters Score -2.084763e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 6315 members
Mstep: Class 2 contains 72161 members
Mstep: Class 3 contains 2755 members
Mstep: Class 4 contains 60123 members
Mstep: Class 5 contains 90403 members
Mstep: Class 6 contains 114005 members
Mstep: Class 7 contains 7278 members
Mstep: Class 8 contains 117431 members
Mstep: Class 9 contains 103704 members
Mstep: Class 10 contains 114999 members
Mstep: Class 11 contains 114171 members
Mstep: Class 12 contains 119799 members
Mstep: Class 13 contains 128232 members
Mstep: Class 14 contains 62928 members
Mstep: Class 15 contains 121427 members
Mstep: Class 16 contains 113386 members
Mstep: Class 17 contains 81844 members
Mstep: Class 18 contains 116355 members
Mstep: Class 19 contains 116441 members
Mstep: Class 20 contains 75801 members
Mstep: Class 21 contains 74075 members
Entering Unmasked Estep
Score: -259171920.000000 Penalty: 49177.195312
Splitting cluster 2 changes total score from -259089056.000000 to -259171920.000000
So it's getting split into cluster 21.
Entering ConstructFrom:
Trying to split cluster 3 (2755 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2755 members
Entering Unmasked Estep
Score: -228280.390625 Penalty: 1287.190552
Iteration 0F: 2 clusters Score -228280.4 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 1417 members
Entering Unmasked Estep
Score: -226398.203125 Penalty: 2574.381104
Iteration 0F: 3 clusters Score -226398.2 nChanged 1208
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 984 members
Mstep: Class 2 contains 1771 members
Entering Unmasked Estep
Score: -231706.468750 Penalty: 2574.381104
Iteration 1F: 3 clusters Score -231706.5 nChanged 543
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 729 members
Mstep: Class 2 contains 2026 members
Entering Unmasked Estep
Score: -236206.421875 Penalty: 2574.381104
Iteration 2F: 3 clusters Score -236206.4 nChanged 214
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 783 members
Mstep: Class 2 contains 1972 members
Entering Unmasked Estep
Score: -239058.718750 Penalty: 2574.381104
Iteration 3F: 3 clusters Score -239058.7 nChanged 154
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 855 members
Mstep: Class 2 contains 1900 members
Entering Unmasked Estep
Score: -241032.125000 Penalty: 2574.381104
Iteration 4F: 3 clusters Score -241032.1 nChanged 103
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 904 members
Mstep: Class 2 contains 1851 members
Entering Unmasked Estep
Score: -241870.468750 Penalty: 2574.381104
Iteration 5Q: 3 clusters Score -241870.5 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 948 members
Mstep: Class 2 contains 1807 members
Entering Unmasked Estep
Score: -242083.468750 Penalty: 2574.381104
Iteration 6Q: 3 clusters Score -242083.5 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 972 members
Mstep: Class 2 contains 1783 members
Entering Unmasked Estep
Score: -242137.609375 Penalty: 2574.381104
Iteration 7Q: 3 clusters Score -242137.6 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 988 members
Mstep: Class 2 contains 1767 members
Entering Unmasked Estep
Score: -242153.671875 Penalty: 2574.381104
Iteration 8Q: 3 clusters Score -242153.7 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 991 members
Mstep: Class 2 contains 1764 members
Entering Unmasked Estep
Score: -242157.093750 Penalty: 2574.381104
Iteration 9Q: 3 clusters Score -242157.1 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 994 members
Mstep: Class 2 contains 1761 members
Entering Unmasked Estep
Score: -242159.093750 Penalty: 2574.381104
Iteration 10Q: 3 clusters Score -242159.1 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 996 members
Mstep: Class 2 contains 1759 members
Entering Unmasked Estep
Score: -242160.109375 Penalty: 2574.381104
Iteration 11Q: 3 clusters Score -242160.1 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 997 members
Mstep: Class 2 contains 1758 members
Entering Unmasked Estep
Score: -242160.953125 Penalty: 2574.381104
Iteration 12Q: 3 clusters Score -242161 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 998 members
Mstep: Class 2 contains 1757 members
Entering Unmasked Estep
Score: -242161.390625 Penalty: 2574.381104
Iteration 13Q: 3 clusters Score -242161.4 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 999 members
Mstep: Class 2 contains 1756 members
Entering Unmasked Estep
Score: -242161.781250 Penalty: 2574.381104
Iteration 14Q: 3 clusters Score -242161.8 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 999 members
Mstep: Class 2 contains 1756 members
Entering Unmasked Estep
Score: -242161.781250 Penalty: 2574.381104
Iteration 15F: 3 clusters Score -242161.8 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 6315 members
Mstep: Class 2 contains 72161 members
Mstep: Class 3 contains 999 members
Mstep: Class 4 contains 60123 members
Mstep: Class 5 contains 90403 members
Mstep: Class 6 contains 114005 members
Mstep: Class 7 contains 7278 members
Mstep: Class 8 contains 117431 members
Mstep: Class 9 contains 103704 members
Mstep: Class 10 contains 114999 members
Mstep: Class 11 contains 114171 members
Mstep: Class 12 contains 119799 members
Mstep: Class 13 contains 128232 members
Mstep: Class 14 contains 62928 members
Mstep: Class 15 contains 121427 members
Mstep: Class 16 contains 113386 members
Mstep: Class 17 contains 81844 members
Mstep: Class 18 contains 116355 members
Mstep: Class 19 contains 116441 members
Mstep: Class 20 contains 75801 members
Mstep: Class 21 contains 74075 members
Mstep: Class 22 contains 1756 members
Entering Unmasked Estep
Score: -259192816.000000 Penalty: 51518.964844
Splitting cluster 3 changes total score from -259089056.000000 to -259192816.000000
So it's getting split into cluster 22.
Entering ConstructFrom:
Trying to split cluster 4 (60123 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60123 members
Entering Unmasked Estep
Score: -8268883.500000 Penalty: 1788.173950
Iteration 0F: 2 clusters Score -8268884 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30150 members
Mstep: Class 2 contains 29973 members
Entering Unmasked Estep
Score: -8228932.500000 Penalty: 3576.347900
Iteration 0F: 3 clusters Score -8228932 nChanged 28392
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29758 members
Mstep: Class 2 contains 30365 members
Entering Unmasked Estep
Score: -8246940.500000 Penalty: 3576.347900
Iteration 1F: 3 clusters Score -8246940 nChanged 3856
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29224 members
Mstep: Class 2 contains 30899 members
Entering Unmasked Estep
Score: -8249765.500000 Penalty: 3576.347900
Iteration 2F: 3 clusters Score -8249766 nChanged 4459
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28755 members
Mstep: Class 2 contains 31368 members
Entering Unmasked Estep
Score: -8254218.500000 Penalty: 3576.347900
Iteration 3F: 3 clusters Score -8254218 nChanged 5031
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29066 members
Mstep: Class 2 contains 31057 members
Entering Unmasked Estep
Score: -8259236.000000 Penalty: 3576.347900
Iteration 4F: 3 clusters Score -8259236 nChanged 5146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30178 members
Mstep: Class 2 contains 29945 members
Entering Unmasked Estep
Score: -8264219.500000 Penalty: 3576.347900
Iteration 5F: 3 clusters Score -8264220 nChanged 4663
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31707 members
Mstep: Class 2 contains 28416 members
Entering Unmasked Estep
Score: -8268774.000000 Penalty: 3576.347900
Iteration 6F: 3 clusters Score -8268774 nChanged 4039
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33506 members
Mstep: Class 2 contains 26617 members
Entering Unmasked Estep
Score: -8273187.500000 Penalty: 3576.347900
Iteration 7F: 3 clusters Score -8273188 nChanged 3288
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35328 members
Mstep: Class 2 contains 24795 members
Entering Unmasked Estep
Score: -8276229.000000 Penalty: 3576.347900
Iteration 8F: 3 clusters Score -8276229 nChanged 2139
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36643 members
Mstep: Class 2 contains 23480 members
Entering Unmasked Estep
Score: -8277488.500000 Penalty: 3576.347900
Iteration 9Q: 3 clusters Score -8277488 nChanged 1260
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37463 members
Mstep: Class 2 contains 22660 members
Entering Unmasked Estep
Score: -8277962.000000 Penalty: 3576.347900
Iteration 10Q: 3 clusters Score -8277962 nChanged 869
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38094 members
Mstep: Class 2 contains 22029 members
Entering Unmasked Estep
Score: -8278227.500000 Penalty: 3576.347900
Iteration 11Q: 3 clusters Score -8278228 nChanged 610
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38564 members
Mstep: Class 2 contains 21559 members
Entering Unmasked Estep
Score: -8278343.500000 Penalty: 3576.347900
Iteration 12Q: 3 clusters Score -8278344 nChanged 500
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38942 members
Mstep: Class 2 contains 21181 members
Entering Unmasked Estep
Score: -8278425.000000 Penalty: 3576.347900
Iteration 13Q: 3 clusters Score -8278425 nChanged 371
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39195 members
Mstep: Class 2 contains 20928 members
Entering Unmasked Estep
Score: -8278476.500000 Penalty: 3576.347900
Iteration 14Q: 3 clusters Score -8278476 nChanged 307
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39376 members
Mstep: Class 2 contains 20747 members
Entering Unmasked Estep
Score: -8278538.500000 Penalty: 3576.347900
Iteration 15Q: 3 clusters Score -8278538 nChanged 275
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39507 members
Mstep: Class 2 contains 20616 members
Entering Unmasked Estep
Score: -8278565.000000 Penalty: 3576.347900
Iteration 16Q: 3 clusters Score -8278565 nChanged 257
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39568 members
Mstep: Class 2 contains 20555 members
Entering Unmasked Estep
Score: -8278635.500000 Penalty: 3576.347900
Iteration 17Q: 3 clusters Score -8278636 nChanged 246
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39602 members
Mstep: Class 2 contains 20521 members
Entering Unmasked Estep
Score: -8278667.500000 Penalty: 3576.347900
Iteration 18Q: 3 clusters Score -8278668 nChanged 230
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39594 members
Mstep: Class 2 contains 20529 members
Entering Unmasked Estep
Score: -8278708.000000 Penalty: 3576.347900
Iteration 19Q: 3 clusters Score -8278708 nChanged 210
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39558 members
Mstep: Class 2 contains 20565 members
Entering Unmasked Estep
Score: -8278758.500000 Penalty: 3576.347900
Iteration 20F: 3 clusters Score -8278758 nChanged 205
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39497 members
Mstep: Class 2 contains 20626 members
Entering Unmasked Estep
Score: -8278860.500000 Penalty: 3576.347900
Iteration 21Q: 3 clusters Score -8278860 nChanged 179
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39424 members
Mstep: Class 2 contains 20699 members
Entering Unmasked Estep
Score: -8278850.000000 Penalty: 3576.347900
Iteration 22Q: 3 clusters Score -8278850 nChanged 175
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39377 members
Mstep: Class 2 contains 20746 members
Entering Unmasked Estep
Score: -8278849.000000 Penalty: 3576.347900
Iteration 23Q: 3 clusters Score -8278849 nChanged 128
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39339 members
Mstep: Class 2 contains 20784 members
Entering Unmasked Estep
Score: -8278866.500000 Penalty: 3576.347900
Iteration 24Q: 3 clusters Score -8278866 nChanged 108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39321 members
Mstep: Class 2 contains 20802 members
Entering Unmasked Estep
Score: -8278876.000000 Penalty: 3576.347900
Iteration 25Q: 3 clusters Score -8278876 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39312 members
Mstep: Class 2 contains 20811 members
Entering Unmasked Estep
Score: -8278888.500000 Penalty: 3576.347900
Iteration 26Q: 3 clusters Score -8278888 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39318 members
Mstep: Class 2 contains 20805 members
Entering Unmasked Estep
Score: -8278911.500000 Penalty: 3576.347900
Iteration 27Q: 3 clusters Score -8278912 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39321 members
Mstep: Class 2 contains 20802 members
Entering Unmasked Estep
Score: -8278893.000000 Penalty: 3576.347900
Iteration 28Q: 3 clusters Score -8278893 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39322 members
Mstep: Class 2 contains 20801 members
Entering Unmasked Estep
Score: -8278898.500000 Penalty: 3576.347900
Iteration 29Q: 3 clusters Score -8278898 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39323 members
Mstep: Class 2 contains 20800 members
Entering Unmasked Estep
Score: -8278899.000000 Penalty: 3576.347900
Iteration 30Q: 3 clusters Score -8278899 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39322 members
Mstep: Class 2 contains 20801 members
Entering Unmasked Estep
Score: -8278901.500000 Penalty: 3576.347900
Iteration 31Q: 3 clusters Score -8278902 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39323 members
Mstep: Class 2 contains 20800 members
Entering Unmasked Estep
Score: -8278900.500000 Penalty: 3576.347900
Iteration 32Q: 3 clusters Score -8278900 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39327 members
Mstep: Class 2 contains 20796 members
Entering Unmasked Estep
Score: -8278891.500000 Penalty: 3576.347900
Iteration 33Q: 3 clusters Score -8278892 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39328 members
Mstep: Class 2 contains 20795 members
Entering Unmasked Estep
Score: -8278895.500000 Penalty: 3576.347900
Iteration 34Q: 3 clusters Score -8278896 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39328 members
Mstep: Class 2 contains 20795 members
Entering Unmasked Estep
Score: -8278890.500000 Penalty: 3576.347900
Iteration 35Q: 3 clusters Score -8278890 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39328 members
Mstep: Class 2 contains 20795 members
Entering Unmasked Estep
Score: -8278890.500000 Penalty: 3576.347900
Iteration 36F: 3 clusters Score -8278890 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 6315 members
Mstep: Class 2 contains 72161 members
Mstep: Class 3 contains 999 members
Mstep: Class 4 contains 39328 members
Mstep: Class 5 contains 90403 members
Mstep: Class 6 contains 114005 members
Mstep: Class 7 contains 7278 members
Mstep: Class 8 contains 117431 members
Mstep: Class 9 contains 103704 members
Mstep: Class 10 contains 114999 members
Mstep: Class 11 contains 114171 members
Mstep: Class 12 contains 119799 members
Mstep: Class 13 contains 128232 members
Mstep: Class 14 contains 62928 members
Mstep: Class 15 contains 121427 members
Mstep: Class 16 contains 113386 members
Mstep: Class 17 contains 81844 members
Mstep: Class 18 contains 116355 members
Mstep: Class 19 contains 116441 members
Mstep: Class 20 contains 75801 members
Mstep: Class 21 contains 74075 members
Mstep: Class 22 contains 1756 members
Mstep: Class 23 contains 20795 members
Entering Unmasked Estep
Score: -259205632.000000 Penalty: 53860.734375
Splitting cluster 4 changes total score from -259089056.000000 to -259205632.000000
So it's getting split into cluster 23.
Entering ConstructFrom:
Trying to split cluster 5 (90403 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 90403 members
Entering Unmasked Estep
Score: -13336516.000000 Penalty: 1854.455322
Iteration 0F: 2 clusters Score -1.333652e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45367 members
Mstep: Class 2 contains 45036 members
Entering Unmasked Estep
Score: -13344986.000000 Penalty: 3708.910645
Iteration 0F: 3 clusters Score -1.334499e+07 nChanged 43103
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47162 members
Mstep: Class 2 contains 43241 members
Entering Unmasked Estep
Score: -13370214.000000 Penalty: 3708.910645
Iteration 1F: 3 clusters Score -1.337021e+07 nChanged 4440
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45892 members
Mstep: Class 2 contains 44511 members
Entering Unmasked Estep
Score: -13371805.000000 Penalty: 3708.910645
Iteration 2Q: 3 clusters Score -1.33718e+07 nChanged 5057
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43107 members
Mstep: Class 2 contains 47296 members
Entering Unmasked Estep
Score: -13374121.000000 Penalty: 3708.910645
Iteration 3F: 3 clusters Score -1.337412e+07 nChanged 6220
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38695 members
Mstep: Class 2 contains 51708 members
Entering Unmasked Estep
Score: -13378747.000000 Penalty: 3708.910645
Iteration 4F: 3 clusters Score -1.337875e+07 nChanged 7538
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33327 members
Mstep: Class 2 contains 57076 members
Entering Unmasked Estep
Score: -13389782.000000 Penalty: 3708.910645
Iteration 5F: 3 clusters Score -1.338978e+07 nChanged 8065
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30278 members
Mstep: Class 2 contains 60125 members
Entering Unmasked Estep
Score: -13389929.000000 Penalty: 3708.910645
Iteration 6F: 3 clusters Score -1.338993e+07 nChanged 5810
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30562 members
Mstep: Class 2 contains 59841 members
Entering Unmasked Estep
Score: -13391105.000000 Penalty: 3708.910645
Iteration 7F: 3 clusters Score -1.33911e+07 nChanged 3535
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30841 members
Mstep: Class 2 contains 59562 members
Entering Unmasked Estep
Score: -13391436.000000 Penalty: 3708.910645
Iteration 8Q: 3 clusters Score -1.339144e+07 nChanged 1951
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30946 members
Mstep: Class 2 contains 59457 members
Entering Unmasked Estep
Score: -13391474.000000 Penalty: 3708.910645
Iteration 9Q: 3 clusters Score -1.339147e+07 nChanged 1179
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31023 members
Mstep: Class 2 contains 59380 members
Entering Unmasked Estep
Score: -13391424.000000 Penalty: 3708.910645
Iteration 10Q: 3 clusters Score -1.339142e+07 nChanged 927
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31060 members
Mstep: Class 2 contains 59343 members
Entering Unmasked Estep
Score: -13391253.000000 Penalty: 3708.910645
Iteration 11Q: 3 clusters Score -1.339125e+07 nChanged 772
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31158 members
Mstep: Class 2 contains 59245 members
Entering Unmasked Estep
Score: -13391255.000000 Penalty: 3708.910645
Iteration 12Q: 3 clusters Score -1.339126e+07 nChanged 685
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31235 members
Mstep: Class 2 contains 59168 members
Entering Unmasked Estep
Score: -13391271.000000 Penalty: 3708.910645
Iteration 13Q: 3 clusters Score -1.339127e+07 nChanged 636
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31275 members
Mstep: Class 2 contains 59128 members
Entering Unmasked Estep
Score: -13391233.000000 Penalty: 3708.910645
Iteration 14Q: 3 clusters Score -1.339123e+07 nChanged 578
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31317 members
Mstep: Class 2 contains 59086 members
Entering Unmasked Estep
Score: -13391196.000000 Penalty: 3708.910645
Iteration 15Q: 3 clusters Score -1.33912e+07 nChanged 518
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31359 members
Mstep: Class 2 contains 59044 members
Entering Unmasked Estep
Score: -13391262.000000 Penalty: 3708.910645
Iteration 16Q: 3 clusters Score -1.339126e+07 nChanged 509
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31420 members
Mstep: Class 2 contains 58983 members
Entering Unmasked Estep
Score: -13391272.000000 Penalty: 3708.910645
Iteration 17Q: 3 clusters Score -1.339127e+07 nChanged 492
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31450 members
Mstep: Class 2 contains 58953 members
Entering Unmasked Estep
Score: -13391247.000000 Penalty: 3708.910645
Iteration 18Q: 3 clusters Score -1.339125e+07 nChanged 470
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31484 members
Mstep: Class 2 contains 58919 members
Entering Unmasked Estep
Score: -13391234.000000 Penalty: 3708.910645
Iteration 19Q: 3 clusters Score -1.339123e+07 nChanged 432
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31534 members
Mstep: Class 2 contains 58869 members
Entering Unmasked Estep
Score: -13391284.000000 Penalty: 3708.910645
Iteration 20F: 3 clusters Score -1.339128e+07 nChanged 412
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31582 members
Mstep: Class 2 contains 58821 members
Entering Unmasked Estep
Score: -13391348.000000 Penalty: 3708.910645
Iteration 21Q: 3 clusters Score -1.339135e+07 nChanged 427
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31629 members
Mstep: Class 2 contains 58774 members
Entering Unmasked Estep
Score: -13391300.000000 Penalty: 3708.910645
Iteration 22Q: 3 clusters Score -1.33913e+07 nChanged 434
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31639 members
Mstep: Class 2 contains 58764 members
Entering Unmasked Estep
Score: -13391190.000000 Penalty: 3708.910645
Iteration 23Q: 3 clusters Score -1.339119e+07 nChanged 407
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31656 members
Mstep: Class 2 contains 58747 members
Entering Unmasked Estep
Score: -13391161.000000 Penalty: 3708.910645
Iteration 24Q: 3 clusters Score -1.339116e+07 nChanged 393
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31601 members
Mstep: Class 2 contains 58802 members
Entering Unmasked Estep
Score: -13390992.000000 Penalty: 3708.910645
Iteration 25Q: 3 clusters Score -1.339099e+07 nChanged 443
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31546 members
Mstep: Class 2 contains 58857 members
Entering Unmasked Estep
Score: -13390832.000000 Penalty: 3708.910645
Iteration 26Q: 3 clusters Score -1.339083e+07 nChanged 492
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31534 members
Mstep: Class 2 contains 58869 members
Entering Unmasked Estep
Score: -13390778.000000 Penalty: 3708.910645
Iteration 27Q: 3 clusters Score -1.339078e+07 nChanged 515
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31491 members
Mstep: Class 2 contains 58912 members
Entering Unmasked Estep
Score: -13390622.000000 Penalty: 3708.910645
Iteration 28Q: 3 clusters Score -1.339062e+07 nChanged 510
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31477 members
Mstep: Class 2 contains 58926 members
Entering Unmasked Estep
Score: -13390454.000000 Penalty: 3708.910645
Iteration 29Q: 3 clusters Score -1.339045e+07 nChanged 533
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31444 members
Mstep: Class 2 contains 58959 members
Entering Unmasked Estep
Score: -13390401.000000 Penalty: 3708.910645
Iteration 30Q: 3 clusters Score -1.33904e+07 nChanged 525
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31409 members
Mstep: Class 2 contains 58994 members
Entering Unmasked Estep
Score: -13390355.000000 Penalty: 3708.910645
Iteration 31Q: 3 clusters Score -1.339036e+07 nChanged 508
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31377 members
Mstep: Class 2 contains 59026 members
Entering Unmasked Estep
Score: -13390284.000000 Penalty: 3708.910645
Iteration 32Q: 3 clusters Score -1.339028e+07 nChanged 503
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31366 members
Mstep: Class 2 contains 59037 members
Entering Unmasked Estep
Score: -13390242.000000 Penalty: 3708.910645
Iteration 33Q: 3 clusters Score -1.339024e+07 nChanged 566
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31366 members
Mstep: Class 2 contains 59037 members
Entering Unmasked Estep
Score: -13390210.000000 Penalty: 3708.910645
Iteration 34Q: 3 clusters Score -1.339021e+07 nChanged 548
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31364 members
Mstep: Class 2 contains 59039 members
Entering Unmasked Estep
Score: -13390203.000000 Penalty: 3708.910645
Iteration 35Q: 3 clusters Score -1.33902e+07 nChanged 554
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31368 members
Mstep: Class 2 contains 59035 members
Entering Unmasked Estep
Score: -13390245.000000 Penalty: 3708.910645
Iteration 36Q: 3 clusters Score -1.339024e+07 nChanged 552
Entering Unmasked Mstep
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Mstep: Class 1 contains 31366 members
Mstep: Class 2 contains 59037 members
Entering Unmasked Estep
Score: -13390201.000000 Penalty: 3708.910645
Iteration 37Q: 3 clusters Score -1.33902e+07 nChanged 570
Entering Unmasked Mstep
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Mstep: Class 1 contains 31342 members
Mstep: Class 2 contains 59061 members
Entering Unmasked Estep
Score: -13390170.000000 Penalty: 3708.910645
Iteration 38Q: 3 clusters Score -1.339017e+07 nChanged 561
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31299 members
Mstep: Class 2 contains 59104 members
Entering Unmasked Estep
Score: -13389989.000000 Penalty: 3708.910645
Iteration 39Q: 3 clusters Score -1.338999e+07 nChanged 532
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31293 members
Mstep: Class 2 contains 59110 members
Entering Unmasked Estep
Score: -13390021.000000 Penalty: 3708.910645
Iteration 40F: 3 clusters Score -1.339002e+07 nChanged 556
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31319 members
Mstep: Class 2 contains 59084 members
Entering Unmasked Estep
Score: -13390071.000000 Penalty: 3708.910645
Iteration 41Q: 3 clusters Score -1.339007e+07 nChanged 527
Entering Unmasked Mstep
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Mstep: Class 1 contains 31316 members
Mstep: Class 2 contains 59087 members
Entering Unmasked Estep
Score: -13390110.000000 Penalty: 3708.910645
Iteration 42Q: 3 clusters Score -1.339011e+07 nChanged 516
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31290 members
Mstep: Class 2 contains 59113 members
Entering Unmasked Estep
Score: -13390111.000000 Penalty: 3708.910645
Iteration 43Q: 3 clusters Score -1.339011e+07 nChanged 480
Entering Unmasked Mstep
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Mstep: Class 1 contains 31282 members
Mstep: Class 2 contains 59121 members
Entering Unmasked Estep
Score: -13390109.000000 Penalty: 3708.910645
Iteration 44Q: 3 clusters Score -1.339011e+07 nChanged 479
Entering Unmasked Mstep
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Mstep: Class 1 contains 31269 members
Mstep: Class 2 contains 59134 members
Entering Unmasked Estep
Score: -13390046.000000 Penalty: 3708.910645
Iteration 45Q: 3 clusters Score -1.339005e+07 nChanged 438
Entering Unmasked Mstep
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Mstep: Class 1 contains 31281 members
Mstep: Class 2 contains 59122 members
Entering Unmasked Estep
Score: -13390138.000000 Penalty: 3708.910645
Iteration 46Q: 3 clusters Score -1.339014e+07 nChanged 415
Entering Unmasked Mstep
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Mstep: Class 1 contains 31278 members
Mstep: Class 2 contains 59125 members
Entering Unmasked Estep
Score: -13390088.000000 Penalty: 3708.910645
Iteration 47Q: 3 clusters Score -1.339009e+07 nChanged 403
Entering Unmasked Mstep
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Mstep: Class 1 contains 31317 members
Mstep: Class 2 contains 59086 members
Entering Unmasked Estep
Score: -13390183.000000 Penalty: 3708.910645
Iteration 48Q: 3 clusters Score -1.339018e+07 nChanged 419
Entering Unmasked Mstep
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Mstep: Class 1 contains 31336 members
Mstep: Class 2 contains 59067 members
Entering Unmasked Estep
Score: -13390150.000000 Penalty: 3708.910645
Iteration 49Q: 3 clusters Score -1.339015e+07 nChanged 437
Entering Unmasked Mstep
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Mstep: Class 1 contains 31355 members
Mstep: Class 2 contains 59048 members
Entering Unmasked Estep
Score: -13390209.000000 Penalty: 3708.910645
Iteration 50Q: 3 clusters Score -1.339021e+07 nChanged 433
Entering Unmasked Mstep
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Mstep: Class 1 contains 31368 members
Mstep: Class 2 contains 59035 members
Entering Unmasked Estep
Score: -13390215.000000 Penalty: 3708.910645
Iteration 51Q: 3 clusters Score -1.339022e+07 nChanged 386
Entering Unmasked Mstep
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Mstep: Class 1 contains 31358 members
Mstep: Class 2 contains 59045 members
Entering Unmasked Estep
Score: -13390097.000000 Penalty: 3708.910645
Iteration 52Q: 3 clusters Score -1.33901e+07 nChanged 354
Entering Unmasked Mstep
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Mstep: Class 1 contains 31364 members
Mstep: Class 2 contains 59039 members
Entering Unmasked Estep
Score: -13390115.000000 Penalty: 3708.910645
Iteration 53Q: 3 clusters Score -1.339012e+07 nChanged 338
Entering Unmasked Mstep
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Mstep: Class 1 contains 31360 members
Mstep: Class 2 contains 59043 members
Entering Unmasked Estep
Score: -13390123.000000 Penalty: 3708.910645
Iteration 54Q: 3 clusters Score -1.339012e+07 nChanged 304
Entering Unmasked Mstep
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Mstep: Class 1 contains 31382 members
Mstep: Class 2 contains 59021 members
Entering Unmasked Estep
Score: -13390219.000000 Penalty: 3708.910645
Iteration 55Q: 3 clusters Score -1.339022e+07 nChanged 298
Entering Unmasked Mstep
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Mstep: Class 1 contains 31396 members
Mstep: Class 2 contains 59007 members
Entering Unmasked Estep
Score: -13390206.000000 Penalty: 3708.910645
Iteration 56Q: 3 clusters Score -1.339021e+07 nChanged 281
Entering Unmasked Mstep
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Mstep: Class 1 contains 31397 members
Mstep: Class 2 contains 59006 members
Entering Unmasked Estep
Score: -13390253.000000 Penalty: 3708.910645
Iteration 57Q: 3 clusters Score -1.339025e+07 nChanged 288
Entering Unmasked Mstep
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Mstep: Class 1 contains 31455 members
Mstep: Class 2 contains 58948 members
Entering Unmasked Estep
Score: -13390271.000000 Penalty: 3708.910645
Iteration 58Q: 3 clusters Score -1.339027e+07 nChanged 267
Entering Unmasked Mstep
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Mstep: Class 1 contains 31440 members
Mstep: Class 2 contains 58963 members
Entering Unmasked Estep
Score: -13390248.000000 Penalty: 3708.910645
Iteration 59Q: 3 clusters Score -1.339025e+07 nChanged 269
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31443 members
Mstep: Class 2 contains 58960 members
Entering Unmasked Estep
Score: -13390168.000000 Penalty: 3708.910645
Iteration 60F: 3 clusters Score -1.339017e+07 nChanged 235
Entering Unmasked Mstep
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Mstep: Class 1 contains 31454 members
Mstep: Class 2 contains 58949 members
Entering Unmasked Estep
Score: -13390207.000000 Penalty: 3708.910645
Iteration 61Q: 3 clusters Score -1.339021e+07 nChanged 260
Entering Unmasked Mstep
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Mstep: Class 1 contains 31442 members
Mstep: Class 2 contains 58961 members
Entering Unmasked Estep
Score: -13390169.000000 Penalty: 3708.910645
Iteration 62Q: 3 clusters Score -1.339017e+07 nChanged 296
Entering Unmasked Mstep
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Mstep: Class 1 contains 31462 members
Mstep: Class 2 contains 58941 members
Entering Unmasked Estep
Score: -13390208.000000 Penalty: 3708.910645
Iteration 63Q: 3 clusters Score -1.339021e+07 nChanged 302
Entering Unmasked Mstep
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Mstep: Class 1 contains 31486 members
Mstep: Class 2 contains 58917 members
Entering Unmasked Estep
Score: -13390323.000000 Penalty: 3708.910645
Iteration 64Q: 3 clusters Score -1.339032e+07 nChanged 339
Entering Unmasked Mstep
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Mstep: Class 1 contains 31497 members
Mstep: Class 2 contains 58906 members
Entering Unmasked Estep
Score: -13390341.000000 Penalty: 3708.910645
Iteration 65Q: 3 clusters Score -1.339034e+07 nChanged 310
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31465 members
Mstep: Class 2 contains 58938 members
Entering Unmasked Estep
Score: -13390295.000000 Penalty: 3708.910645
Iteration 66Q: 3 clusters Score -1.33903e+07 nChanged 296
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31467 members
Mstep: Class 2 contains 58936 members
Entering Unmasked Estep
Score: -13390322.000000 Penalty: 3708.910645
Iteration 67Q: 3 clusters Score -1.339032e+07 nChanged 297
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31468 members
Mstep: Class 2 contains 58935 members
Entering Unmasked Estep
Score: -13390312.000000 Penalty: 3708.910645
Iteration 68Q: 3 clusters Score -1.339031e+07 nChanged 317
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31493 members
Mstep: Class 2 contains 58910 members
Entering Unmasked Estep
Score: -13390351.000000 Penalty: 3708.910645
Iteration 69Q: 3 clusters Score -1.339035e+07 nChanged 309
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31526 members
Mstep: Class 2 contains 58877 members
Entering Unmasked Estep
Score: -13390380.000000 Penalty: 3708.910645
Iteration 70Q: 3 clusters Score -1.339038e+07 nChanged 303
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31531 members
Mstep: Class 2 contains 58872 members
Entering Unmasked Estep
Score: -13390393.000000 Penalty: 3708.910645
Iteration 71Q: 3 clusters Score -1.339039e+07 nChanged 285
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31544 members
Mstep: Class 2 contains 58859 members
Entering Unmasked Estep
Score: -13390387.000000 Penalty: 3708.910645
Iteration 72Q: 3 clusters Score -1.339039e+07 nChanged 286
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31560 members
Mstep: Class 2 contains 58843 members
Entering Unmasked Estep
Score: -13390406.000000 Penalty: 3708.910645
Iteration 73Q: 3 clusters Score -1.339041e+07 nChanged 304
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31572 members
Mstep: Class 2 contains 58831 members
Entering Unmasked Estep
Score: -13390357.000000 Penalty: 3708.910645
Iteration 74Q: 3 clusters Score -1.339036e+07 nChanged 318
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31576 members
Mstep: Class 2 contains 58827 members
Entering Unmasked Estep
Score: -13390377.000000 Penalty: 3708.910645
Iteration 75Q: 3 clusters Score -1.339038e+07 nChanged 310
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31582 members
Mstep: Class 2 contains 58821 members
Entering Unmasked Estep
Score: -13390461.000000 Penalty: 3708.910645
Iteration 76Q: 3 clusters Score -1.339046e+07 nChanged 292
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31588 members
Mstep: Class 2 contains 58815 members
Entering Unmasked Estep
Score: -13390468.000000 Penalty: 3708.910645
Iteration 77Q: 3 clusters Score -1.339047e+07 nChanged 258
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31616 members
Mstep: Class 2 contains 58787 members
Entering Unmasked Estep
Score: -13390486.000000 Penalty: 3708.910645
Iteration 78Q: 3 clusters Score -1.339049e+07 nChanged 246
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31638 members
Mstep: Class 2 contains 58765 members
Entering Unmasked Estep
Score: -13390492.000000 Penalty: 3708.910645
Iteration 79Q: 3 clusters Score -1.339049e+07 nChanged 227
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31653 members
Mstep: Class 2 contains 58750 members
Entering Unmasked Estep
Score: -13390542.000000 Penalty: 3708.910645
Iteration 80F: 3 clusters Score -1.339054e+07 nChanged 212
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31629 members
Mstep: Class 2 contains 58774 members
Entering Unmasked Estep
Score: -13390516.000000 Penalty: 3708.910645
Iteration 81Q: 3 clusters Score -1.339052e+07 nChanged 207
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31632 members
Mstep: Class 2 contains 58771 members
Entering Unmasked Estep
Score: -13390547.000000 Penalty: 3708.910645
Iteration 82Q: 3 clusters Score -1.339055e+07 nChanged 194
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31630 members
Mstep: Class 2 contains 58773 members
Entering Unmasked Estep
Score: -13390533.000000 Penalty: 3708.910645
Iteration 83Q: 3 clusters Score -1.339053e+07 nChanged 193
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31621 members
Mstep: Class 2 contains 58782 members
Entering Unmasked Estep
Score: -13390521.000000 Penalty: 3708.910645
Iteration 84Q: 3 clusters Score -1.339052e+07 nChanged 185
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31606 members
Mstep: Class 2 contains 58797 members
Entering Unmasked Estep
Score: -13390442.000000 Penalty: 3708.910645
Iteration 85Q: 3 clusters Score -1.339044e+07 nChanged 211
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31591 members
Mstep: Class 2 contains 58812 members
Entering Unmasked Estep
Score: -13390446.000000 Penalty: 3708.910645
Iteration 86Q: 3 clusters Score -1.339045e+07 nChanged 208
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31583 members
Mstep: Class 2 contains 58820 members
Entering Unmasked Estep
Score: -13390410.000000 Penalty: 3708.910645
Iteration 87Q: 3 clusters Score -1.339041e+07 nChanged 211
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31592 members
Mstep: Class 2 contains 58811 members
Entering Unmasked Estep
Score: -13390382.000000 Penalty: 3708.910645
Iteration 88Q: 3 clusters Score -1.339038e+07 nChanged 202
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31588 members
Mstep: Class 2 contains 58815 members
Entering Unmasked Estep
Score: -13390347.000000 Penalty: 3708.910645
Iteration 89Q: 3 clusters Score -1.339035e+07 nChanged 212
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31584 members
Mstep: Class 2 contains 58819 members
Entering Unmasked Estep
Score: -13390360.000000 Penalty: 3708.910645
Iteration 90Q: 3 clusters Score -1.339036e+07 nChanged 198
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31598 members
Mstep: Class 2 contains 58805 members
Entering Unmasked Estep
Score: -13390386.000000 Penalty: 3708.910645
Iteration 91Q: 3 clusters Score -1.339039e+07 nChanged 204
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31592 members
Mstep: Class 2 contains 58811 members
Entering Unmasked Estep
Score: -13390360.000000 Penalty: 3708.910645
Iteration 92Q: 3 clusters Score -1.339036e+07 nChanged 223
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31609 members
Mstep: Class 2 contains 58794 members
Entering Unmasked Estep
Score: -13390368.000000 Penalty: 3708.910645
Iteration 93Q: 3 clusters Score -1.339037e+07 nChanged 200
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31627 members
Mstep: Class 2 contains 58776 members
Entering Unmasked Estep
Score: -13390392.000000 Penalty: 3708.910645
Iteration 94Q: 3 clusters Score -1.339039e+07 nChanged 207
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31648 members
Mstep: Class 2 contains 58755 members
Entering Unmasked Estep
Score: -13390426.000000 Penalty: 3708.910645
Iteration 95Q: 3 clusters Score -1.339043e+07 nChanged 183
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31655 members
Mstep: Class 2 contains 58748 members
Entering Unmasked Estep
Score: -13390433.000000 Penalty: 3708.910645
Iteration 96Q: 3 clusters Score -1.339043e+07 nChanged 200
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31631 members
Mstep: Class 2 contains 58772 members
Entering Unmasked Estep
Score: -13390359.000000 Penalty: 3708.910645
Iteration 97Q: 3 clusters Score -1.339036e+07 nChanged 178
Entering Unmasked Mstep
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Mstep: Class 1 contains 31619 members
Mstep: Class 2 contains 58784 members
Entering Unmasked Estep
Score: -13390355.000000 Penalty: 3708.910645
Iteration 98Q: 3 clusters Score -1.339036e+07 nChanged 163
Entering Unmasked Mstep
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Mstep: Class 1 contains 31616 members
Mstep: Class 2 contains 58787 members
Entering Unmasked Estep
Score: -13390367.000000 Penalty: 3708.910645
Iteration 99Q: 3 clusters Score -1.339037e+07 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31630 members
Mstep: Class 2 contains 58773 members
Entering Unmasked Estep
Score: -13390441.000000 Penalty: 3708.910645
Iteration 100F: 3 clusters Score -1.339044e+07 nChanged 162
Entering Unmasked Mstep
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Mstep: Class 1 contains 31640 members
Mstep: Class 2 contains 58763 members
Entering Unmasked Estep
Score: -13390440.000000 Penalty: 3708.910645
Iteration 101Q: 3 clusters Score -1.339044e+07 nChanged 160
Entering Unmasked Mstep
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Mstep: Class 1 contains 31654 members
Mstep: Class 2 contains 58749 members
Entering Unmasked Estep
Score: -13390462.000000 Penalty: 3708.910645
Iteration 102Q: 3 clusters Score -1.339046e+07 nChanged 165
Entering Unmasked Mstep
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Mstep: Class 1 contains 31643 members
Mstep: Class 2 contains 58760 members
Entering Unmasked Estep
Score: -13390490.000000 Penalty: 3708.910645
Iteration 103Q: 3 clusters Score -1.339049e+07 nChanged 173
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31628 members
Mstep: Class 2 contains 58775 members
Entering Unmasked Estep
Score: -13390459.000000 Penalty: 3708.910645
Iteration 104Q: 3 clusters Score -1.339046e+07 nChanged 175
Entering Unmasked Mstep
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Mstep: Class 1 contains 31649 members
Mstep: Class 2 contains 58754 members
Entering Unmasked Estep
Score: -13390493.000000 Penalty: 3708.910645
Iteration 105Q: 3 clusters Score -1.339049e+07 nChanged 175
Entering Unmasked Mstep
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Mstep: Class 1 contains 31670 members
Mstep: Class 2 contains 58733 members
Entering Unmasked Estep
Score: -13390570.000000 Penalty: 3708.910645
Iteration 106Q: 3 clusters Score -1.339057e+07 nChanged 154
Entering Unmasked Mstep
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Mstep: Class 2 contains 58741 members
Entering Unmasked Estep
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Iteration 107Q: 3 clusters Score -1.339059e+07 nChanged 157
Entering Unmasked Mstep
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Mstep: Class 2 contains 58748 members
Entering Unmasked Estep
Score: -13390556.000000 Penalty: 3708.910645
Iteration 108Q: 3 clusters Score -1.339056e+07 nChanged 164
Entering Unmasked Mstep
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Mstep: Class 2 contains 58744 members
Entering Unmasked Estep
Score: -13390538.000000 Penalty: 3708.910645
Iteration 109Q: 3 clusters Score -1.339054e+07 nChanged 159
Entering Unmasked Mstep
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Mstep: Class 1 contains 31680 members
Mstep: Class 2 contains 58723 members
Entering Unmasked Estep
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Iteration 110Q: 3 clusters Score -1.339059e+07 nChanged 147
Entering Unmasked Mstep
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Mstep: Class 1 contains 31665 members
Mstep: Class 2 contains 58738 members
Entering Unmasked Estep
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Iteration 111Q: 3 clusters Score -1.339056e+07 nChanged 143
Entering Unmasked Mstep
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Mstep: Class 2 contains 58765 members
Entering Unmasked Estep
Score: -13390518.000000 Penalty: 3708.910645
Iteration 112Q: 3 clusters Score -1.339052e+07 nChanged 172
Entering Unmasked Mstep
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Mstep: Class 2 contains 58781 members
Entering Unmasked Estep
Score: -13390535.000000 Penalty: 3708.910645
Iteration 113Q: 3 clusters Score -1.339054e+07 nChanged 168
Entering Unmasked Mstep
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Mstep: Class 2 contains 58773 members
Entering Unmasked Estep
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Iteration 114Q: 3 clusters Score -1.339057e+07 nChanged 181
Entering Unmasked Mstep
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Mstep: Class 2 contains 58776 members
Entering Unmasked Estep
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Iteration 115Q: 3 clusters Score -1.339057e+07 nChanged 200
Entering Unmasked Mstep
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Mstep: Class 2 contains 58772 members
Entering Unmasked Estep
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Iteration 116Q: 3 clusters Score -1.339057e+07 nChanged 218
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Mstep: Class 2 contains 58766 members
Entering Unmasked Estep
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Iteration 117Q: 3 clusters Score -1.339058e+07 nChanged 224
Entering Unmasked Mstep
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Mstep: Class 2 contains 58760 members
Entering Unmasked Estep
Score: -13390592.000000 Penalty: 3708.910645
Iteration 118Q: 3 clusters Score -1.339059e+07 nChanged 207
Entering Unmasked Mstep
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Mstep: Class 2 contains 58757 members
Entering Unmasked Estep
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Iteration 119Q: 3 clusters Score -1.339066e+07 nChanged 209
Entering Unmasked Mstep
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Mstep: Class 2 contains 58762 members
Entering Unmasked Estep
Score: -13390637.000000 Penalty: 3708.910645
Iteration 120F: 3 clusters Score -1.339064e+07 nChanged 200
Entering Unmasked Mstep
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Mstep: Class 1 contains 31615 members
Mstep: Class 2 contains 58788 members
Entering Unmasked Estep
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Iteration 121Q: 3 clusters Score -1.339061e+07 nChanged 200
Entering Unmasked Mstep
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Mstep: Class 1 contains 31613 members
Mstep: Class 2 contains 58790 members
Entering Unmasked Estep
Score: -13390621.000000 Penalty: 3708.910645
Iteration 122Q: 3 clusters Score -1.339062e+07 nChanged 198
Entering Unmasked Mstep
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Mstep: Class 2 contains 58798 members
Entering Unmasked Estep
Score: -13390631.000000 Penalty: 3708.910645
Iteration 123Q: 3 clusters Score -1.339063e+07 nChanged 188
Entering Unmasked Mstep
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Mstep: Class 2 contains 58802 members
Entering Unmasked Estep
Score: -13390619.000000 Penalty: 3708.910645
Iteration 124Q: 3 clusters Score -1.339062e+07 nChanged 195
Entering Unmasked Mstep
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Mstep: Class 1 contains 31590 members
Mstep: Class 2 contains 58813 members
Entering Unmasked Estep
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Iteration 125Q: 3 clusters Score -1.339064e+07 nChanged 215
Entering Unmasked Mstep
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Mstep: Class 2 contains 58796 members
Entering Unmasked Estep
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Iteration 126Q: 3 clusters Score -1.339064e+07 nChanged 232
Entering Unmasked Mstep
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Mstep: Class 2 contains 58820 members
Entering Unmasked Estep
Score: -13390626.000000 Penalty: 3708.910645
Iteration 127Q: 3 clusters Score -1.339063e+07 nChanged 207
Entering Unmasked Mstep
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Mstep: Class 2 contains 58829 members
Entering Unmasked Estep
Score: -13390677.000000 Penalty: 3708.910645
Iteration 128Q: 3 clusters Score -1.339068e+07 nChanged 189
Entering Unmasked Mstep
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Mstep: Class 2 contains 58832 members
Entering Unmasked Estep
Score: -13390682.000000 Penalty: 3708.910645
Iteration 129Q: 3 clusters Score -1.339068e+07 nChanged 206
Entering Unmasked Mstep
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Mstep: Class 2 contains 58836 members
Entering Unmasked Estep
Score: -13390657.000000 Penalty: 3708.910645
Iteration 130Q: 3 clusters Score -1.339066e+07 nChanged 211
Entering Unmasked Mstep
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Mstep: Class 2 contains 58849 members
Entering Unmasked Estep
Score: -13390662.000000 Penalty: 3708.910645
Iteration 131Q: 3 clusters Score -1.339066e+07 nChanged 199
Entering Unmasked Mstep
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Mstep: Class 2 contains 58840 members
Entering Unmasked Estep
Score: -13390660.000000 Penalty: 3708.910645
Iteration 132Q: 3 clusters Score -1.339066e+07 nChanged 183
Entering Unmasked Mstep
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Mstep: Class 2 contains 58833 members
Entering Unmasked Estep
Score: -13390697.000000 Penalty: 3708.910645
Iteration 133Q: 3 clusters Score -1.33907e+07 nChanged 199
Entering Unmasked Mstep
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Mstep: Class 2 contains 58844 members
Entering Unmasked Estep
Score: -13390675.000000 Penalty: 3708.910645
Iteration 134Q: 3 clusters Score -1.339068e+07 nChanged 205
Entering Unmasked Mstep
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Mstep: Class 2 contains 58853 members
Entering Unmasked Estep
Score: -13390686.000000 Penalty: 3708.910645
Iteration 135Q: 3 clusters Score -1.339069e+07 nChanged 222
Entering Unmasked Mstep
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Mstep: Class 1 contains 31516 members
Mstep: Class 2 contains 58887 members
Entering Unmasked Estep
Score: -13390760.000000 Penalty: 3708.910645
Iteration 136Q: 3 clusters Score -1.339076e+07 nChanged 249
Entering Unmasked Mstep
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Mstep: Class 2 contains 58896 members
Entering Unmasked Estep
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Iteration 137Q: 3 clusters Score -1.339079e+07 nChanged 272
Entering Unmasked Mstep
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Mstep: Class 2 contains 58896 members
Entering Unmasked Estep
Score: -13390825.000000 Penalty: 3708.910645
Iteration 138Q: 3 clusters Score -1.339082e+07 nChanged 268
Entering Unmasked Mstep
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Mstep: Class 1 contains 31479 members
Mstep: Class 2 contains 58924 members
Entering Unmasked Estep
Score: -13390850.000000 Penalty: 3708.910645
Iteration 139Q: 3 clusters Score -1.339085e+07 nChanged 261
Entering Unmasked Mstep
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Mstep: Class 1 contains 31476 members
Mstep: Class 2 contains 58927 members
Entering Unmasked Estep
Score: -13390896.000000 Penalty: 3708.910645
Iteration 140F: 3 clusters Score -1.33909e+07 nChanged 248
Entering Unmasked Mstep
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Mstep: Class 1 contains 31458 members
Mstep: Class 2 contains 58945 members
Entering Unmasked Estep
Score: -13390948.000000 Penalty: 3708.910645
Iteration 141Q: 3 clusters Score -1.339095e+07 nChanged 244
Entering Unmasked Mstep
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Mstep: Class 1 contains 31436 members
Mstep: Class 2 contains 58967 members
Entering Unmasked Estep
Score: -13390903.000000 Penalty: 3708.910645
Iteration 142Q: 3 clusters Score -1.33909e+07 nChanged 238
Entering Unmasked Mstep
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Mstep: Class 1 contains 31414 members
Mstep: Class 2 contains 58989 members
Entering Unmasked Estep
Score: -13390902.000000 Penalty: 3708.910645
Iteration 143Q: 3 clusters Score -1.33909e+07 nChanged 212
Entering Unmasked Mstep
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Mstep: Class 2 contains 58995 members
Entering Unmasked Estep
Score: -13390920.000000 Penalty: 3708.910645
Iteration 144Q: 3 clusters Score -1.339092e+07 nChanged 200
Entering Unmasked Mstep
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Mstep: Class 2 contains 58971 members
Entering Unmasked Estep
Score: -13390956.000000 Penalty: 3708.910645
Iteration 145Q: 3 clusters Score -1.339096e+07 nChanged 223
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Mstep: Class 2 contains 58960 members
Entering Unmasked Estep
Score: -13391014.000000 Penalty: 3708.910645
Iteration 146Q: 3 clusters Score -1.339101e+07 nChanged 239
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Mstep: Class 2 contains 58945 members
Entering Unmasked Estep
Score: -13391153.000000 Penalty: 3708.910645
Iteration 147Q: 3 clusters Score -1.339115e+07 nChanged 222
Entering Unmasked Mstep
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Mstep: Class 1 contains 31482 members
Mstep: Class 2 contains 58921 members
Entering Unmasked Estep
Score: -13391188.000000 Penalty: 3708.910645
Iteration 148Q: 3 clusters Score -1.339119e+07 nChanged 218
Entering Unmasked Mstep
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Mstep: Class 2 contains 58897 members
Entering Unmasked Estep
Score: -13391209.000000 Penalty: 3708.910645
Iteration 149Q: 3 clusters Score -1.339121e+07 nChanged 225
Entering Unmasked Mstep
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Mstep: Class 1 contains 31511 members
Mstep: Class 2 contains 58892 members
Entering Unmasked Estep
Score: -13391251.000000 Penalty: 3708.910645
Iteration 150Q: 3 clusters Score -1.339125e+07 nChanged 222
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Mstep: Class 2 contains 58882 members
Entering Unmasked Estep
Score: -13391261.000000 Penalty: 3708.910645
Iteration 151Q: 3 clusters Score -1.339126e+07 nChanged 224
Entering Unmasked Mstep
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Mstep: Class 1 contains 31539 members
Mstep: Class 2 contains 58864 members
Entering Unmasked Estep
Score: -13391329.000000 Penalty: 3708.910645
Iteration 152Q: 3 clusters Score -1.339133e+07 nChanged 216
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Mstep: Class 2 contains 58858 members
Entering Unmasked Estep
Score: -13391347.000000 Penalty: 3708.910645
Iteration 153Q: 3 clusters Score -1.339135e+07 nChanged 195
Entering Unmasked Mstep
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Mstep: Class 1 contains 31534 members
Mstep: Class 2 contains 58869 members
Entering Unmasked Estep
Score: -13391349.000000 Penalty: 3708.910645
Iteration 154Q: 3 clusters Score -1.339135e+07 nChanged 187
Entering Unmasked Mstep
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Mstep: Class 1 contains 31523 members
Mstep: Class 2 contains 58880 members
Entering Unmasked Estep
Score: -13391337.000000 Penalty: 3708.910645
Iteration 155Q: 3 clusters Score -1.339134e+07 nChanged 164
Entering Unmasked Mstep
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Mstep: Class 2 contains 58902 members
Entering Unmasked Estep
Score: -13391378.000000 Penalty: 3708.910645
Iteration 156Q: 3 clusters Score -1.339138e+07 nChanged 139
Entering Unmasked Mstep
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Mstep: Class 1 contains 31484 members
Mstep: Class 2 contains 58919 members
Entering Unmasked Estep
Score: -13391345.000000 Penalty: 3708.910645
Iteration 157Q: 3 clusters Score -1.339134e+07 nChanged 137
Entering Unmasked Mstep
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Mstep: Class 1 contains 31477 members
Mstep: Class 2 contains 58926 members
Entering Unmasked Estep
Score: -13391364.000000 Penalty: 3708.910645
Iteration 158Q: 3 clusters Score -1.339136e+07 nChanged 126
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Mstep: Class 2 contains 58934 members
Entering Unmasked Estep
Score: -13391358.000000 Penalty: 3708.910645
Iteration 159Q: 3 clusters Score -1.339136e+07 nChanged 121
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31468 members
Mstep: Class 2 contains 58935 members
Entering Unmasked Estep
Score: -13391371.000000 Penalty: 3708.910645
Iteration 160F: 3 clusters Score -1.339137e+07 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31482 members
Mstep: Class 2 contains 58921 members
Entering Unmasked Estep
Score: -13391446.000000 Penalty: 3708.910645
Iteration 161Q: 3 clusters Score -1.339145e+07 nChanged 95
Entering Unmasked Mstep
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Mstep: Class 2 contains 58926 members
Entering Unmasked Estep
Score: -13391440.000000 Penalty: 3708.910645
Iteration 162Q: 3 clusters Score -1.339144e+07 nChanged 91
Entering Unmasked Mstep
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Mstep: Class 1 contains 31474 members
Mstep: Class 2 contains 58929 members
Entering Unmasked Estep
Score: -13391447.000000 Penalty: 3708.910645
Iteration 163Q: 3 clusters Score -1.339145e+07 nChanged 81
Entering Unmasked Mstep
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Mstep: Class 1 contains 31465 members
Mstep: Class 2 contains 58938 members
Entering Unmasked Estep
Score: -13391467.000000 Penalty: 3708.910645
Iteration 164Q: 3 clusters Score -1.339147e+07 nChanged 80
Entering Unmasked Mstep
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Mstep: Class 1 contains 31463 members
Mstep: Class 2 contains 58940 members
Entering Unmasked Estep
Score: -13391455.000000 Penalty: 3708.910645
Iteration 165Q: 3 clusters Score -1.339146e+07 nChanged 76
Entering Unmasked Mstep
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Mstep: Class 2 contains 58934 members
Entering Unmasked Estep
Score: -13391472.000000 Penalty: 3708.910645
Iteration 166Q: 3 clusters Score -1.339147e+07 nChanged 73
Entering Unmasked Mstep
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Mstep: Class 1 contains 31470 members
Mstep: Class 2 contains 58933 members
Entering Unmasked Estep
Score: -13391471.000000 Penalty: 3708.910645
Iteration 167Q: 3 clusters Score -1.339147e+07 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31485 members
Mstep: Class 2 contains 58918 members
Entering Unmasked Estep
Score: -13391525.000000 Penalty: 3708.910645
Iteration 168Q: 3 clusters Score -1.339152e+07 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31493 members
Mstep: Class 2 contains 58910 members
Entering Unmasked Estep
Score: -13391534.000000 Penalty: 3708.910645
Iteration 169Q: 3 clusters Score -1.339153e+07 nChanged 82
Entering Unmasked Mstep
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Mstep: Class 2 contains 58910 members
Entering Unmasked Estep
Score: -13391536.000000 Penalty: 3708.910645
Iteration 170Q: 3 clusters Score -1.339154e+07 nChanged 77
Entering Unmasked Mstep
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Mstep: Class 2 contains 58907 members
Entering Unmasked Estep
Score: -13391551.000000 Penalty: 3708.910645
Iteration 171Q: 3 clusters Score -1.339155e+07 nChanged 70
Entering Unmasked Mstep
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Mstep: Class 2 contains 58901 members
Entering Unmasked Estep
Score: -13391553.000000 Penalty: 3708.910645
Iteration 172Q: 3 clusters Score -1.339155e+07 nChanged 65
Entering Unmasked Mstep
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Mstep: Class 2 contains 58906 members
Entering Unmasked Estep
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Iteration 173Q: 3 clusters Score -1.339156e+07 nChanged 61
Entering Unmasked Mstep
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Mstep: Class 2 contains 58907 members
Entering Unmasked Estep
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Iteration 174Q: 3 clusters Score -1.339159e+07 nChanged 45
Entering Unmasked Mstep
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Mstep: Class 2 contains 58910 members
Entering Unmasked Estep
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Iteration 175Q: 3 clusters Score -1.339159e+07 nChanged 30
Entering Unmasked Mstep
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Mstep: Class 2 contains 58916 members
Entering Unmasked Estep
Score: -13391621.000000 Penalty: 3708.910645
Iteration 176Q: 3 clusters Score -1.339162e+07 nChanged 38
Entering Unmasked Mstep
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Mstep: Class 2 contains 58918 members
Entering Unmasked Estep
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Iteration 177Q: 3 clusters Score -1.339166e+07 nChanged 32
Entering Unmasked Mstep
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Mstep: Class 2 contains 58924 members
Entering Unmasked Estep
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Iteration 178Q: 3 clusters Score -1.339165e+07 nChanged 45
Entering Unmasked Mstep
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Mstep: Class 2 contains 58933 members
Entering Unmasked Estep
Score: -13391664.000000 Penalty: 3708.910645
Iteration 179Q: 3 clusters Score -1.339166e+07 nChanged 47
Entering Unmasked Mstep
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Mstep: Class 2 contains 58944 members
Entering Unmasked Estep
Score: -13391655.000000 Penalty: 3708.910645
Iteration 180F: 3 clusters Score -1.339166e+07 nChanged 58
Entering Unmasked Mstep
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Mstep: Class 2 contains 58934 members
Entering Unmasked Estep
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Iteration 181Q: 3 clusters Score -1.339167e+07 nChanged 50
Entering Unmasked Mstep
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Mstep: Class 2 contains 58940 members
Entering Unmasked Estep
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Iteration 182Q: 3 clusters Score -1.339166e+07 nChanged 47
Entering Unmasked Mstep
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Mstep: Class 2 contains 58945 members
Entering Unmasked Estep
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Iteration 183Q: 3 clusters Score -1.339165e+07 nChanged 41
Entering Unmasked Mstep
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Mstep: Class 2 contains 58934 members
Entering Unmasked Estep
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Iteration 184Q: 3 clusters Score -1.339167e+07 nChanged 49
Entering Unmasked Mstep
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Mstep: Class 2 contains 58919 members
Entering Unmasked Estep
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Iteration 185Q: 3 clusters Score -1.339172e+07 nChanged 34
Entering Unmasked Mstep
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Mstep: Class 2 contains 58913 members
Entering Unmasked Estep
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Iteration 186Q: 3 clusters Score -1.339174e+07 nChanged 30
Entering Unmasked Mstep
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Mstep: Class 2 contains 58905 members
Entering Unmasked Estep
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Iteration 187Q: 3 clusters Score -1.339174e+07 nChanged 32
Entering Unmasked Mstep
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Mstep: Class 2 contains 58899 members
Entering Unmasked Estep
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Iteration 188Q: 3 clusters Score -1.339174e+07 nChanged 40
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Mstep: Class 2 contains 58899 members
Entering Unmasked Estep
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Iteration 189Q: 3 clusters Score -1.339175e+07 nChanged 46
Entering Unmasked Mstep
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Mstep: Class 2 contains 58895 members
Entering Unmasked Estep
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Iteration 190Q: 3 clusters Score -1.339175e+07 nChanged 42
Entering Unmasked Mstep
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Mstep: Class 2 contains 58879 members
Entering Unmasked Estep
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Iteration 191Q: 3 clusters Score -1.339175e+07 nChanged 28
Entering Unmasked Mstep
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Mstep: Class 2 contains 58873 members
Entering Unmasked Estep
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Iteration 192Q: 3 clusters Score -1.339177e+07 nChanged 27
Entering Unmasked Mstep
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Mstep: Class 2 contains 58870 members
Entering Unmasked Estep
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Iteration 193Q: 3 clusters Score -1.339179e+07 nChanged 26
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Mstep: Class 2 contains 58868 members
Entering Unmasked Estep
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Iteration 194Q: 3 clusters Score -1.339182e+07 nChanged 30
Entering Unmasked Mstep
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Mstep: Class 2 contains 58866 members
Entering Unmasked Estep
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Iteration 195Q: 3 clusters Score -1.339182e+07 nChanged 30
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Mstep: Class 2 contains 58860 members
Entering Unmasked Estep
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Iteration 196Q: 3 clusters Score -1.339184e+07 nChanged 28
Entering Unmasked Mstep
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Mstep: Class 2 contains 58862 members
Entering Unmasked Estep
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Iteration 197Q: 3 clusters Score -1.339185e+07 nChanged 25
Entering Unmasked Mstep
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Entering Unmasked Estep
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Iteration 198Q: 3 clusters Score -1.339188e+07 nChanged 17
Entering Unmasked Mstep
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Entering Unmasked Estep
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Iteration 199Q: 3 clusters Score -1.339186e+07 nChanged 12
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Mstep: Class 2 contains 58866 members
Entering Unmasked Estep
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Iteration 200F: 3 clusters Score -1.339185e+07 nChanged 13
Entering Unmasked Mstep
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Mstep: Class 2 contains 58867 members
Entering Unmasked Estep
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Iteration 201Q: 3 clusters Score -1.339186e+07 nChanged 16
Entering Unmasked Mstep
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Mstep: Class 2 contains 58869 members
Entering Unmasked Estep
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Iteration 202Q: 3 clusters Score -1.339185e+07 nChanged 19
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Entering Unmasked Estep
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Iteration 203Q: 3 clusters Score -1.339183e+07 nChanged 17
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Entering Unmasked Estep
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Iteration 204Q: 3 clusters Score -1.339187e+07 nChanged 21
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Mstep: Class 2 contains 58864 members
Entering Unmasked Estep
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Iteration 205Q: 3 clusters Score -1.339187e+07 nChanged 28
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Entering Unmasked Estep
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Iteration 206Q: 3 clusters Score -1.339189e+07 nChanged 29
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Mstep: Class 2 contains 58861 members
Entering Unmasked Estep
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Iteration 207Q: 3 clusters Score -1.33919e+07 nChanged 22
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Mstep: Class 2 contains 58861 members
Entering Unmasked Estep
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Iteration 208Q: 3 clusters Score -1.33919e+07 nChanged 29
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Mstep: Class 2 contains 58860 members
Entering Unmasked Estep
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Iteration 209Q: 3 clusters Score -1.339188e+07 nChanged 24
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Entering Unmasked Estep
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Iteration 210Q: 3 clusters Score -1.339189e+07 nChanged 21
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Mstep: Class 2 contains 58851 members
Entering Unmasked Estep
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Iteration 211Q: 3 clusters Score -1.339191e+07 nChanged 17
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Mstep: Class 2 contains 58846 members
Entering Unmasked Estep
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Iteration 212Q: 3 clusters Score -1.339192e+07 nChanged 20
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Entering Unmasked Estep
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Iteration 213Q: 3 clusters Score -1.339194e+07 nChanged 25
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Mstep: Class 2 contains 58841 members
Entering Unmasked Estep
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Iteration 214Q: 3 clusters Score -1.339193e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31565 members
Mstep: Class 2 contains 58838 members
Entering Unmasked Estep
Score: -13391946.000000 Penalty: 3708.910645
Iteration 215Q: 3 clusters Score -1.339195e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31571 members
Mstep: Class 2 contains 58832 members
Entering Unmasked Estep
Score: -13391957.000000 Penalty: 3708.910645
Iteration 216Q: 3 clusters Score -1.339196e+07 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31568 members
Mstep: Class 2 contains 58835 members
Entering Unmasked Estep
Score: -13391938.000000 Penalty: 3708.910645
Iteration 217Q: 3 clusters Score -1.339194e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31580 members
Mstep: Class 2 contains 58823 members
Entering Unmasked Estep
Score: -13391949.000000 Penalty: 3708.910645
Iteration 218Q: 3 clusters Score -1.339195e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31589 members
Mstep: Class 2 contains 58814 members
Entering Unmasked Estep
Score: -13391976.000000 Penalty: 3708.910645
Iteration 219Q: 3 clusters Score -1.339198e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31595 members
Mstep: Class 2 contains 58808 members
Entering Unmasked Estep
Score: -13391976.000000 Penalty: 3708.910645
Iteration 220F: 3 clusters Score -1.339198e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31593 members
Mstep: Class 2 contains 58810 members
Entering Unmasked Estep
Score: -13391982.000000 Penalty: 3708.910645
Iteration 221Q: 3 clusters Score -1.339198e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31599 members
Mstep: Class 2 contains 58804 members
Entering Unmasked Estep
Score: -13391996.000000 Penalty: 3708.910645
Iteration 222Q: 3 clusters Score -1.3392e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31612 members
Mstep: Class 2 contains 58791 members
Entering Unmasked Estep
Score: -13391997.000000 Penalty: 3708.910645
Iteration 223Q: 3 clusters Score -1.3392e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31618 members
Mstep: Class 2 contains 58785 members
Entering Unmasked Estep
Score: -13391998.000000 Penalty: 3708.910645
Iteration 224Q: 3 clusters Score -1.3392e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31624 members
Mstep: Class 2 contains 58779 members
Entering Unmasked Estep
Score: -13391994.000000 Penalty: 3708.910645
Iteration 225Q: 3 clusters Score -1.339199e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31618 members
Mstep: Class 2 contains 58785 members
Entering Unmasked Estep
Score: -13391989.000000 Penalty: 3708.910645
Iteration 226Q: 3 clusters Score -1.339199e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31623 members
Mstep: Class 2 contains 58780 members
Entering Unmasked Estep
Score: -13391989.000000 Penalty: 3708.910645
Iteration 227Q: 3 clusters Score -1.339199e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31628 members
Mstep: Class 2 contains 58775 members
Entering Unmasked Estep
Score: -13391992.000000 Penalty: 3708.910645
Iteration 228Q: 3 clusters Score -1.339199e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31633 members
Mstep: Class 2 contains 58770 members
Entering Unmasked Estep
Score: -13392021.000000 Penalty: 3708.910645
Iteration 229Q: 3 clusters Score -1.339202e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31637 members
Mstep: Class 2 contains 58766 members
Entering Unmasked Estep
Score: -13392009.000000 Penalty: 3708.910645
Iteration 230Q: 3 clusters Score -1.339201e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31644 members
Mstep: Class 2 contains 58759 members
Entering Unmasked Estep
Score: -13392005.000000 Penalty: 3708.910645
Iteration 231Q: 3 clusters Score -1.3392e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31642 members
Mstep: Class 2 contains 58761 members
Entering Unmasked Estep
Score: -13392015.000000 Penalty: 3708.910645
Iteration 232Q: 3 clusters Score -1.339202e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31642 members
Mstep: Class 2 contains 58761 members
Entering Unmasked Estep
Score: -13391998.000000 Penalty: 3708.910645
Iteration 233Q: 3 clusters Score -1.3392e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31639 members
Mstep: Class 2 contains 58764 members
Entering Unmasked Estep
Score: -13391983.000000 Penalty: 3708.910645
Iteration 234Q: 3 clusters Score -1.339198e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31643 members
Mstep: Class 2 contains 58760 members
Entering Unmasked Estep
Score: -13392001.000000 Penalty: 3708.910645
Iteration 235Q: 3 clusters Score -1.3392e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31645 members
Mstep: Class 2 contains 58758 members
Entering Unmasked Estep
Score: -13391990.000000 Penalty: 3708.910645
Iteration 236Q: 3 clusters Score -1.339199e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31648 members
Mstep: Class 2 contains 58755 members
Entering Unmasked Estep
Score: -13391999.000000 Penalty: 3708.910645
Iteration 237Q: 3 clusters Score -1.3392e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31652 members
Mstep: Class 2 contains 58751 members
Entering Unmasked Estep
Score: -13392005.000000 Penalty: 3708.910645
Iteration 238Q: 3 clusters Score -1.3392e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31653 members
Mstep: Class 2 contains 58750 members
Entering Unmasked Estep
Score: -13392001.000000 Penalty: 3708.910645
Iteration 239Q: 3 clusters Score -1.3392e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31655 members
Mstep: Class 2 contains 58748 members
Entering Unmasked Estep
Score: -13392012.000000 Penalty: 3708.910645
Iteration 240F: 3 clusters Score -1.339201e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31658 members
Mstep: Class 2 contains 58745 members
Entering Unmasked Estep
Score: -13392004.000000 Penalty: 3708.910645
Iteration 241Q: 3 clusters Score -1.3392e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31661 members
Mstep: Class 2 contains 58742 members
Entering Unmasked Estep
Score: -13391998.000000 Penalty: 3708.910645
Iteration 242Q: 3 clusters Score -1.3392e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31666 members
Mstep: Class 2 contains 58737 members
Entering Unmasked Estep
Score: -13392004.000000 Penalty: 3708.910645
Iteration 243Q: 3 clusters Score -1.3392e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31665 members
Mstep: Class 2 contains 58738 members
Entering Unmasked Estep
Score: -13391995.000000 Penalty: 3708.910645
Iteration 244Q: 3 clusters Score -1.3392e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31662 members
Mstep: Class 2 contains 58741 members
Entering Unmasked Estep
Score: -13391996.000000 Penalty: 3708.910645
Iteration 245Q: 3 clusters Score -1.3392e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31658 members
Mstep: Class 2 contains 58745 members
Entering Unmasked Estep
Score: -13391995.000000 Penalty: 3708.910645
Iteration 246Q: 3 clusters Score -1.3392e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31655 members
Mstep: Class 2 contains 58748 members
Entering Unmasked Estep
Score: -13391993.000000 Penalty: 3708.910645
Iteration 247Q: 3 clusters Score -1.339199e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31654 members
Mstep: Class 2 contains 58749 members
Entering Unmasked Estep
Score: -13391974.000000 Penalty: 3708.910645
Iteration 248Q: 3 clusters Score -1.339197e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31652 members
Mstep: Class 2 contains 58751 members
Entering Unmasked Estep
Score: -13391976.000000 Penalty: 3708.910645
Iteration 249Q: 3 clusters Score -1.339198e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31651 members
Mstep: Class 2 contains 58752 members
Entering Unmasked Estep
Score: -13391987.000000 Penalty: 3708.910645
Iteration 250Q: 3 clusters Score -1.339199e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31648 members
Mstep: Class 2 contains 58755 members
Entering Unmasked Estep
Score: -13391976.000000 Penalty: 3708.910645
Iteration 251Q: 3 clusters Score -1.339198e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31648 members
Mstep: Class 2 contains 58755 members
Entering Unmasked Estep
Score: -13391970.000000 Penalty: 3708.910645
Iteration 252Q: 3 clusters Score -1.339197e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31648 members
Mstep: Class 2 contains 58755 members
Entering Unmasked Estep
Score: -13391972.000000 Penalty: 3708.910645
Iteration 253Q: 3 clusters Score -1.339197e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31648 members
Mstep: Class 2 contains 58755 members
Entering Unmasked Estep
Score: -13391975.000000 Penalty: 3708.910645
Iteration 254Q: 3 clusters Score -1.339198e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31648 members
Mstep: Class 2 contains 58755 members
Entering Unmasked Estep
Score: -13391967.000000 Penalty: 3708.910645
Iteration 255Q: 3 clusters Score -1.339197e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31650 members
Mstep: Class 2 contains 58753 members
Entering Unmasked Estep
Score: -13391979.000000 Penalty: 3708.910645
Iteration 256Q: 3 clusters Score -1.339198e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31652 members
Mstep: Class 2 contains 58751 members
Entering Unmasked Estep
Score: -13391981.000000 Penalty: 3708.910645
Iteration 257Q: 3 clusters Score -1.339198e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31653 members
Mstep: Class 2 contains 58750 members
Entering Unmasked Estep
Score: -13391998.000000 Penalty: 3708.910645
Iteration 258Q: 3 clusters Score -1.3392e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31654 members
Mstep: Class 2 contains 58749 members
Entering Unmasked Estep
Score: -13391997.000000 Penalty: 3708.910645
Iteration 259Q: 3 clusters Score -1.3392e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31655 members
Mstep: Class 2 contains 58748 members
Entering Unmasked Estep
Score: -13391984.000000 Penalty: 3708.910645
Iteration 260F: 3 clusters Score -1.339198e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31655 members
Mstep: Class 2 contains 58748 members
Entering Unmasked Estep
Score: -13391995.000000 Penalty: 3708.910645
Iteration 261Q: 3 clusters Score -1.3392e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31656 members
Mstep: Class 2 contains 58747 members
Entering Unmasked Estep
Score: -13391986.000000 Penalty: 3708.910645
Iteration 262Q: 3 clusters Score -1.339199e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31657 members
Mstep: Class 2 contains 58746 members
Entering Unmasked Estep
Score: -13391990.000000 Penalty: 3708.910645
Iteration 263Q: 3 clusters Score -1.339199e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31660 members
Mstep: Class 2 contains 58743 members
Entering Unmasked Estep
Score: -13391983.000000 Penalty: 3708.910645
Iteration 264Q: 3 clusters Score -1.339198e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31659 members
Mstep: Class 2 contains 58744 members
Entering Unmasked Estep
Score: -13391992.000000 Penalty: 3708.910645
Iteration 265Q: 3 clusters Score -1.339199e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31657 members
Mstep: Class 2 contains 58746 members
Entering Unmasked Estep
Score: -13391987.000000 Penalty: 3708.910645
Iteration 266Q: 3 clusters Score -1.339199e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31657 members
Mstep: Class 2 contains 58746 members
Entering Unmasked Estep
Score: -13391989.000000 Penalty: 3708.910645
Iteration 267Q: 3 clusters Score -1.339199e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31659 members
Mstep: Class 2 contains 58744 members
Entering Unmasked Estep
Score: -13391988.000000 Penalty: 3708.910645
Iteration 268Q: 3 clusters Score -1.339199e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31662 members
Mstep: Class 2 contains 58741 members
Entering Unmasked Estep
Score: -13391982.000000 Penalty: 3708.910645
Iteration 269Q: 3 clusters Score -1.339198e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31662 members
Mstep: Class 2 contains 58741 members
Entering Unmasked Estep
Score: -13391997.000000 Penalty: 3708.910645
Iteration 270Q: 3 clusters Score -1.3392e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31665 members
Mstep: Class 2 contains 58738 members
Entering Unmasked Estep
Score: -13392010.000000 Penalty: 3708.910645
Iteration 271Q: 3 clusters Score -1.339201e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31667 members
Mstep: Class 2 contains 58736 members
Entering Unmasked Estep
Score: -13392006.000000 Penalty: 3708.910645
Iteration 272Q: 3 clusters Score -1.339201e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31667 members
Mstep: Class 2 contains 58736 members
Entering Unmasked Estep
Score: -13392002.000000 Penalty: 3708.910645
Iteration 273Q: 3 clusters Score -1.3392e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31667 members
Mstep: Class 2 contains 58736 members
Entering Unmasked Estep
Score: -13392007.000000 Penalty: 3708.910645
Iteration 274Q: 3 clusters Score -1.339201e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31667 members
Mstep: Class 2 contains 58736 members
Entering Unmasked Estep
Score: -13391997.000000 Penalty: 3708.910645
Iteration 275Q: 3 clusters Score -1.3392e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31667 members
Mstep: Class 2 contains 58736 members
Entering Unmasked Estep
Score: -13391997.000000 Penalty: 3708.910645
Iteration 276F: 3 clusters Score -1.3392e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 6315 members
Mstep: Class 2 contains 72161 members
Mstep: Class 3 contains 999 members
Mstep: Class 4 contains 39328 members
Mstep: Class 5 contains 31667 members
Mstep: Class 6 contains 114005 members
Mstep: Class 7 contains 7278 members
Mstep: Class 8 contains 117431 members
Mstep: Class 9 contains 103704 members
Mstep: Class 10 contains 114999 members
Mstep: Class 11 contains 114171 members
Mstep: Class 12 contains 119799 members
Mstep: Class 13 contains 128232 members
Mstep: Class 14 contains 62928 members
Mstep: Class 15 contains 121427 members
Mstep: Class 16 contains 113386 members
Mstep: Class 17 contains 81844 members
Mstep: Class 18 contains 116355 members
Mstep: Class 19 contains 116441 members
Mstep: Class 20 contains 75801 members
Mstep: Class 21 contains 74075 members
Mstep: Class 22 contains 1756 members
Mstep: Class 23 contains 20795 members
Mstep: Class 24 contains 58736 members
Entering Unmasked Estep
Score: -259240048.000000 Penalty: 56202.507812
Splitting cluster 5 changes total score from -259089056.000000 to -259240048.000000
So it's getting split into cluster 24.
Entering ConstructFrom:
Trying to split cluster 6 (114005 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 114005 members
Entering Unmasked Estep
Score: -16586042.000000 Penalty: 1892.149536
Iteration 0F: 2 clusters Score -1.658604e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57002 members
Mstep: Class 2 contains 57003 members
Entering Unmasked Estep
Score: -16593088.000000 Penalty: 3784.299072
Iteration 0F: 3 clusters Score -1.659309e+07 nChanged 54477
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56881 members
Mstep: Class 2 contains 57124 members
Entering Unmasked Estep
Score: -16625276.000000 Penalty: 3784.299072
Iteration 1F: 3 clusters Score -1.662528e+07 nChanged 5845
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55704 members
Mstep: Class 2 contains 58301 members
Entering Unmasked Estep
Score: -16627736.000000 Penalty: 3784.299072
Iteration 2F: 3 clusters Score -1.662774e+07 nChanged 6869
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53739 members
Mstep: Class 2 contains 60266 members
Entering Unmasked Estep
Score: -16630682.000000 Penalty: 3784.299072
Iteration 3F: 3 clusters Score -1.663068e+07 nChanged 8315
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51292 members
Mstep: Class 2 contains 62713 members
Entering Unmasked Estep
Score: -16632808.000000 Penalty: 3784.299072
Iteration 4F: 3 clusters Score -1.663281e+07 nChanged 9105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50109 members
Mstep: Class 2 contains 63896 members
Entering Unmasked Estep
Score: -16635258.000000 Penalty: 3784.299072
Iteration 5F: 3 clusters Score -1.663526e+07 nChanged 8699
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51042 members
Mstep: Class 2 contains 62963 members
Entering Unmasked Estep
Score: -16640134.000000 Penalty: 3784.299072
Iteration 6F: 3 clusters Score -1.664013e+07 nChanged 7315
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53175 members
Mstep: Class 2 contains 60830 members
Entering Unmasked Estep
Score: -16645310.000000 Penalty: 3784.299072
Iteration 7F: 3 clusters Score -1.664531e+07 nChanged 5106
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55153 members
Mstep: Class 2 contains 58852 members
Entering Unmasked Estep
Score: -16648575.000000 Penalty: 3784.299072
Iteration 8Q: 3 clusters Score -1.664858e+07 nChanged 3152
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56893 members
Mstep: Class 2 contains 57112 members
Entering Unmasked Estep
Score: -16650210.000000 Penalty: 3784.299072
Iteration 9Q: 3 clusters Score -1.665021e+07 nChanged 1981
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58232 members
Mstep: Class 2 contains 55773 members
Entering Unmasked Estep
Score: -16651070.000000 Penalty: 3784.299072
Iteration 10Q: 3 clusters Score -1.665107e+07 nChanged 1530
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59126 members
Mstep: Class 2 contains 54879 members
Entering Unmasked Estep
Score: -16651412.000000 Penalty: 3784.299072
Iteration 11Q: 3 clusters Score -1.665141e+07 nChanged 1486
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59552 members
Mstep: Class 2 contains 54453 members
Entering Unmasked Estep
Score: -16651589.000000 Penalty: 3784.299072
Iteration 12Q: 3 clusters Score -1.665159e+07 nChanged 1565
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59761 members
Mstep: Class 2 contains 54244 members
Entering Unmasked Estep
Score: -16651622.000000 Penalty: 3784.299072
Iteration 13Q: 3 clusters Score -1.665162e+07 nChanged 1625
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59798 members
Mstep: Class 2 contains 54207 members
Entering Unmasked Estep
Score: -16651719.000000 Penalty: 3784.299072
Iteration 14Q: 3 clusters Score -1.665172e+07 nChanged 1625
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59661 members
Mstep: Class 2 contains 54344 members
Entering Unmasked Estep
Score: -16651766.000000 Penalty: 3784.299072
Iteration 15Q: 3 clusters Score -1.665177e+07 nChanged 1581
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59430 members
Mstep: Class 2 contains 54575 members
Entering Unmasked Estep
Score: -16651849.000000 Penalty: 3784.299072
Iteration 16Q: 3 clusters Score -1.665185e+07 nChanged 1436
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59180 members
Mstep: Class 2 contains 54825 members
Entering Unmasked Estep
Score: -16651924.000000 Penalty: 3784.299072
Iteration 17Q: 3 clusters Score -1.665192e+07 nChanged 1351
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58837 members
Mstep: Class 2 contains 55168 members
Entering Unmasked Estep
Score: -16651898.000000 Penalty: 3784.299072
Iteration 18Q: 3 clusters Score -1.66519e+07 nChanged 1164
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58521 members
Mstep: Class 2 contains 55484 members
Entering Unmasked Estep
Score: -16651874.000000 Penalty: 3784.299072
Iteration 19Q: 3 clusters Score -1.665187e+07 nChanged 1019
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58162 members
Mstep: Class 2 contains 55843 members
Entering Unmasked Estep
Score: -16651768.000000 Penalty: 3784.299072
Iteration 20F: 3 clusters Score -1.665177e+07 nChanged 949
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57801 members
Mstep: Class 2 contains 56204 members
Entering Unmasked Estep
Score: -16651635.000000 Penalty: 3784.299072
Iteration 21Q: 3 clusters Score -1.665164e+07 nChanged 906
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57507 members
Mstep: Class 2 contains 56498 members
Entering Unmasked Estep
Score: -16651602.000000 Penalty: 3784.299072
Iteration 22Q: 3 clusters Score -1.66516e+07 nChanged 856
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57283 members
Mstep: Class 2 contains 56722 members
Entering Unmasked Estep
Score: -16651543.000000 Penalty: 3784.299072
Iteration 23Q: 3 clusters Score -1.665154e+07 nChanged 850
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57123 members
Mstep: Class 2 contains 56882 members
Entering Unmasked Estep
Score: -16651506.000000 Penalty: 3784.299072
Iteration 24Q: 3 clusters Score -1.665151e+07 nChanged 806
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57007 members
Mstep: Class 2 contains 56998 members
Entering Unmasked Estep
Score: -16651521.000000 Penalty: 3784.299072
Iteration 25Q: 3 clusters Score -1.665152e+07 nChanged 745
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56908 members
Mstep: Class 2 contains 57097 members
Entering Unmasked Estep
Score: -16651579.000000 Penalty: 3784.299072
Iteration 26Q: 3 clusters Score -1.665158e+07 nChanged 692
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56844 members
Mstep: Class 2 contains 57161 members
Entering Unmasked Estep
Score: -16651549.000000 Penalty: 3784.299072
Iteration 27Q: 3 clusters Score -1.665155e+07 nChanged 680
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56832 members
Mstep: Class 2 contains 57173 members
Entering Unmasked Estep
Score: -16651541.000000 Penalty: 3784.299072
Iteration 28Q: 3 clusters Score -1.665154e+07 nChanged 661
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56867 members
Mstep: Class 2 contains 57138 members
Entering Unmasked Estep
Score: -16651561.000000 Penalty: 3784.299072
Iteration 29Q: 3 clusters Score -1.665156e+07 nChanged 685
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56996 members
Mstep: Class 2 contains 57009 members
Entering Unmasked Estep
Score: -16651635.000000 Penalty: 3784.299072
Iteration 30Q: 3 clusters Score -1.665164e+07 nChanged 672
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57108 members
Mstep: Class 2 contains 56897 members
Entering Unmasked Estep
Score: -16651797.000000 Penalty: 3784.299072
Iteration 31Q: 3 clusters Score -1.66518e+07 nChanged 640
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57182 members
Mstep: Class 2 contains 56823 members
Entering Unmasked Estep
Score: -16651864.000000 Penalty: 3784.299072
Iteration 32Q: 3 clusters Score -1.665186e+07 nChanged 633
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57271 members
Mstep: Class 2 contains 56734 members
Entering Unmasked Estep
Score: -16651956.000000 Penalty: 3784.299072
Iteration 33Q: 3 clusters Score -1.665196e+07 nChanged 631
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57378 members
Mstep: Class 2 contains 56627 members
Entering Unmasked Estep
Score: -16652058.000000 Penalty: 3784.299072
Iteration 34Q: 3 clusters Score -1.665206e+07 nChanged 609
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57407 members
Mstep: Class 2 contains 56598 members
Entering Unmasked Estep
Score: -16652096.000000 Penalty: 3784.299072
Iteration 35Q: 3 clusters Score -1.66521e+07 nChanged 560
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57429 members
Mstep: Class 2 contains 56576 members
Entering Unmasked Estep
Score: -16652187.000000 Penalty: 3784.299072
Iteration 36Q: 3 clusters Score -1.665219e+07 nChanged 576
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57435 members
Mstep: Class 2 contains 56570 members
Entering Unmasked Estep
Score: -16652213.000000 Penalty: 3784.299072
Iteration 37Q: 3 clusters Score -1.665221e+07 nChanged 552
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57429 members
Mstep: Class 2 contains 56576 members
Entering Unmasked Estep
Score: -16652228.000000 Penalty: 3784.299072
Iteration 38Q: 3 clusters Score -1.665223e+07 nChanged 562
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57365 members
Mstep: Class 2 contains 56640 members
Entering Unmasked Estep
Score: -16652317.000000 Penalty: 3784.299072
Iteration 39Q: 3 clusters Score -1.665232e+07 nChanged 529
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57332 members
Mstep: Class 2 contains 56673 members
Entering Unmasked Estep
Score: -16652342.000000 Penalty: 3784.299072
Iteration 40F: 3 clusters Score -1.665234e+07 nChanged 530
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57288 members
Mstep: Class 2 contains 56717 members
Entering Unmasked Estep
Score: -16652305.000000 Penalty: 3784.299072
Iteration 41Q: 3 clusters Score -1.66523e+07 nChanged 536
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57252 members
Mstep: Class 2 contains 56753 members
Entering Unmasked Estep
Score: -16652299.000000 Penalty: 3784.299072
Iteration 42Q: 3 clusters Score -1.66523e+07 nChanged 551
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57175 members
Mstep: Class 2 contains 56830 members
Entering Unmasked Estep
Score: -16652335.000000 Penalty: 3784.299072
Iteration 43Q: 3 clusters Score -1.665234e+07 nChanged 541
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57114 members
Mstep: Class 2 contains 56891 members
Entering Unmasked Estep
Score: -16652356.000000 Penalty: 3784.299072
Iteration 44Q: 3 clusters Score -1.665236e+07 nChanged 528
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57062 members
Mstep: Class 2 contains 56943 members
Entering Unmasked Estep
Score: -16652355.000000 Penalty: 3784.299072
Iteration 45Q: 3 clusters Score -1.665236e+07 nChanged 533
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57037 members
Mstep: Class 2 contains 56968 members
Entering Unmasked Estep
Score: -16652464.000000 Penalty: 3784.299072
Iteration 46Q: 3 clusters Score -1.665246e+07 nChanged 528
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56993 members
Mstep: Class 2 contains 57012 members
Entering Unmasked Estep
Score: -16652491.000000 Penalty: 3784.299072
Iteration 47Q: 3 clusters Score -1.665249e+07 nChanged 436
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56959 members
Mstep: Class 2 contains 57046 members
Entering Unmasked Estep
Score: -16652538.000000 Penalty: 3784.299072
Iteration 48Q: 3 clusters Score -1.665254e+07 nChanged 396
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56897 members
Mstep: Class 2 contains 57108 members
Entering Unmasked Estep
Score: -16652466.000000 Penalty: 3784.299072
Iteration 49Q: 3 clusters Score -1.665247e+07 nChanged 388
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56831 members
Mstep: Class 2 contains 57174 members
Entering Unmasked Estep
Score: -16652418.000000 Penalty: 3784.299072
Iteration 50Q: 3 clusters Score -1.665242e+07 nChanged 336
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56789 members
Mstep: Class 2 contains 57216 members
Entering Unmasked Estep
Score: -16652446.000000 Penalty: 3784.299072
Iteration 51Q: 3 clusters Score -1.665245e+07 nChanged 312
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56739 members
Mstep: Class 2 contains 57266 members
Entering Unmasked Estep
Score: -16652392.000000 Penalty: 3784.299072
Iteration 52Q: 3 clusters Score -1.665239e+07 nChanged 282
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56695 members
Mstep: Class 2 contains 57310 members
Entering Unmasked Estep
Score: -16652413.000000 Penalty: 3784.299072
Iteration 53Q: 3 clusters Score -1.665241e+07 nChanged 277
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56680 members
Mstep: Class 2 contains 57325 members
Entering Unmasked Estep
Score: -16652427.000000 Penalty: 3784.299072
Iteration 54Q: 3 clusters Score -1.665243e+07 nChanged 296
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56668 members
Mstep: Class 2 contains 57337 members
Entering Unmasked Estep
Score: -16652456.000000 Penalty: 3784.299072
Iteration 55Q: 3 clusters Score -1.665246e+07 nChanged 279
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56633 members
Mstep: Class 2 contains 57372 members
Entering Unmasked Estep
Score: -16652409.000000 Penalty: 3784.299072
Iteration 56Q: 3 clusters Score -1.665241e+07 nChanged 250
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56591 members
Mstep: Class 2 contains 57414 members
Entering Unmasked Estep
Score: -16652418.000000 Penalty: 3784.299072
Iteration 57Q: 3 clusters Score -1.665242e+07 nChanged 260
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56523 members
Mstep: Class 2 contains 57482 members
Entering Unmasked Estep
Score: -16652387.000000 Penalty: 3784.299072
Iteration 58Q: 3 clusters Score -1.665239e+07 nChanged 213
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56480 members
Mstep: Class 2 contains 57525 members
Entering Unmasked Estep
Score: -16652378.000000 Penalty: 3784.299072
Iteration 59Q: 3 clusters Score -1.665238e+07 nChanged 192
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56448 members
Mstep: Class 2 contains 57557 members
Entering Unmasked Estep
Score: -16652354.000000 Penalty: 3784.299072
Iteration 60F: 3 clusters Score -1.665235e+07 nChanged 177
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56423 members
Mstep: Class 2 contains 57582 members
Entering Unmasked Estep
Score: -16652279.000000 Penalty: 3784.299072
Iteration 61Q: 3 clusters Score -1.665228e+07 nChanged 152
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56433 members
Mstep: Class 2 contains 57572 members
Entering Unmasked Estep
Score: -16652297.000000 Penalty: 3784.299072
Iteration 62Q: 3 clusters Score -1.66523e+07 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56421 members
Mstep: Class 2 contains 57584 members
Entering Unmasked Estep
Score: -16652291.000000 Penalty: 3784.299072
Iteration 63Q: 3 clusters Score -1.665229e+07 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56424 members
Mstep: Class 2 contains 57581 members
Entering Unmasked Estep
Score: -16652324.000000 Penalty: 3784.299072
Iteration 64Q: 3 clusters Score -1.665232e+07 nChanged 138
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56428 members
Mstep: Class 2 contains 57577 members
Entering Unmasked Estep
Score: -16652310.000000 Penalty: 3784.299072
Iteration 65Q: 3 clusters Score -1.665231e+07 nChanged 149
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56433 members
Mstep: Class 2 contains 57572 members
Entering Unmasked Estep
Score: -16652345.000000 Penalty: 3784.299072
Iteration 66Q: 3 clusters Score -1.665234e+07 nChanged 170
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56421 members
Mstep: Class 2 contains 57584 members
Entering Unmasked Estep
Score: -16652287.000000 Penalty: 3784.299072
Iteration 67Q: 3 clusters Score -1.665229e+07 nChanged 146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56431 members
Mstep: Class 2 contains 57574 members
Entering Unmasked Estep
Score: -16652329.000000 Penalty: 3784.299072
Iteration 68Q: 3 clusters Score -1.665233e+07 nChanged 125
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56456 members
Mstep: Class 2 contains 57549 members
Entering Unmasked Estep
Score: -16652325.000000 Penalty: 3784.299072
Iteration 69Q: 3 clusters Score -1.665232e+07 nChanged 134
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56470 members
Mstep: Class 2 contains 57535 members
Entering Unmasked Estep
Score: -16652361.000000 Penalty: 3784.299072
Iteration 70Q: 3 clusters Score -1.665236e+07 nChanged 133
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56497 members
Mstep: Class 2 contains 57508 members
Entering Unmasked Estep
Score: -16652394.000000 Penalty: 3784.299072
Iteration 71Q: 3 clusters Score -1.665239e+07 nChanged 169
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56514 members
Mstep: Class 2 contains 57491 members
Entering Unmasked Estep
Score: -16652405.000000 Penalty: 3784.299072
Iteration 72Q: 3 clusters Score -1.66524e+07 nChanged 165
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56533 members
Mstep: Class 2 contains 57472 members
Entering Unmasked Estep
Score: -16652436.000000 Penalty: 3784.299072
Iteration 73Q: 3 clusters Score -1.665244e+07 nChanged 183
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56530 members
Mstep: Class 2 contains 57475 members
Entering Unmasked Estep
Score: -16652418.000000 Penalty: 3784.299072
Iteration 74Q: 3 clusters Score -1.665242e+07 nChanged 211
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56537 members
Mstep: Class 2 contains 57468 members
Entering Unmasked Estep
Score: -16652427.000000 Penalty: 3784.299072
Iteration 75Q: 3 clusters Score -1.665243e+07 nChanged 195
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56534 members
Mstep: Class 2 contains 57471 members
Entering Unmasked Estep
Score: -16652445.000000 Penalty: 3784.299072
Iteration 76Q: 3 clusters Score -1.665244e+07 nChanged 199
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56529 members
Mstep: Class 2 contains 57476 members
Entering Unmasked Estep
Score: -16652451.000000 Penalty: 3784.299072
Iteration 77Q: 3 clusters Score -1.665245e+07 nChanged 197
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56496 members
Mstep: Class 2 contains 57509 members
Entering Unmasked Estep
Score: -16652460.000000 Penalty: 3784.299072
Iteration 78Q: 3 clusters Score -1.665246e+07 nChanged 190
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56510 members
Mstep: Class 2 contains 57495 members
Entering Unmasked Estep
Score: -16652435.000000 Penalty: 3784.299072
Iteration 79Q: 3 clusters Score -1.665244e+07 nChanged 191
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56523 members
Mstep: Class 2 contains 57482 members
Entering Unmasked Estep
Score: -16652431.000000 Penalty: 3784.299072
Iteration 80F: 3 clusters Score -1.665243e+07 nChanged 188
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56543 members
Mstep: Class 2 contains 57462 members
Entering Unmasked Estep
Score: -16652457.000000 Penalty: 3784.299072
Iteration 81Q: 3 clusters Score -1.665246e+07 nChanged 185
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56556 members
Mstep: Class 2 contains 57449 members
Entering Unmasked Estep
Score: -16652426.000000 Penalty: 3784.299072
Iteration 82Q: 3 clusters Score -1.665243e+07 nChanged 182
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56576 members
Mstep: Class 2 contains 57429 members
Entering Unmasked Estep
Score: -16652458.000000 Penalty: 3784.299072
Iteration 83Q: 3 clusters Score -1.665246e+07 nChanged 165
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56567 members
Mstep: Class 2 contains 57438 members
Entering Unmasked Estep
Score: -16652516.000000 Penalty: 3784.299072
Iteration 84Q: 3 clusters Score -1.665252e+07 nChanged 123
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56562 members
Mstep: Class 2 contains 57443 members
Entering Unmasked Estep
Score: -16652525.000000 Penalty: 3784.299072
Iteration 85Q: 3 clusters Score -1.665252e+07 nChanged 116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56564 members
Mstep: Class 2 contains 57441 members
Entering Unmasked Estep
Score: -16652487.000000 Penalty: 3784.299072
Iteration 86Q: 3 clusters Score -1.665249e+07 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56558 members
Mstep: Class 2 contains 57447 members
Entering Unmasked Estep
Score: -16652550.000000 Penalty: 3784.299072
Iteration 87Q: 3 clusters Score -1.665255e+07 nChanged 133
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56555 members
Mstep: Class 2 contains 57450 members
Entering Unmasked Estep
Score: -16652567.000000 Penalty: 3784.299072
Iteration 88Q: 3 clusters Score -1.665257e+07 nChanged 136
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56539 members
Mstep: Class 2 contains 57466 members
Entering Unmasked Estep
Score: -16652546.000000 Penalty: 3784.299072
Iteration 89Q: 3 clusters Score -1.665255e+07 nChanged 125
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56532 members
Mstep: Class 2 contains 57473 members
Entering Unmasked Estep
Score: -16652544.000000 Penalty: 3784.299072
Iteration 90Q: 3 clusters Score -1.665254e+07 nChanged 117
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56529 members
Mstep: Class 2 contains 57476 members
Entering Unmasked Estep
Score: -16652533.000000 Penalty: 3784.299072
Iteration 91Q: 3 clusters Score -1.665253e+07 nChanged 118
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56501 members
Mstep: Class 2 contains 57504 members
Entering Unmasked Estep
Score: -16652553.000000 Penalty: 3784.299072
Iteration 92Q: 3 clusters Score -1.665255e+07 nChanged 117
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56516 members
Mstep: Class 2 contains 57489 members
Entering Unmasked Estep
Score: -16652573.000000 Penalty: 3784.299072
Iteration 93Q: 3 clusters Score -1.665257e+07 nChanged 156
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56524 members
Mstep: Class 2 contains 57481 members
Entering Unmasked Estep
Score: -16652578.000000 Penalty: 3784.299072
Iteration 94Q: 3 clusters Score -1.665258e+07 nChanged 155
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56547 members
Mstep: Class 2 contains 57458 members
Entering Unmasked Estep
Score: -16652571.000000 Penalty: 3784.299072
Iteration 95Q: 3 clusters Score -1.665257e+07 nChanged 141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56576 members
Mstep: Class 2 contains 57429 members
Entering Unmasked Estep
Score: -16652602.000000 Penalty: 3784.299072
Iteration 96Q: 3 clusters Score -1.66526e+07 nChanged 147
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56603 members
Mstep: Class 2 contains 57402 members
Entering Unmasked Estep
Score: -16652602.000000 Penalty: 3784.299072
Iteration 97Q: 3 clusters Score -1.66526e+07 nChanged 153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56632 members
Mstep: Class 2 contains 57373 members
Entering Unmasked Estep
Score: -16652600.000000 Penalty: 3784.299072
Iteration 98Q: 3 clusters Score -1.66526e+07 nChanged 149
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56635 members
Mstep: Class 2 contains 57370 members
Entering Unmasked Estep
Score: -16652567.000000 Penalty: 3784.299072
Iteration 99Q: 3 clusters Score -1.665257e+07 nChanged 148
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56635 members
Mstep: Class 2 contains 57370 members
Entering Unmasked Estep
Score: -16652566.000000 Penalty: 3784.299072
Iteration 100F: 3 clusters Score -1.665257e+07 nChanged 135
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56616 members
Mstep: Class 2 contains 57389 members
Entering Unmasked Estep
Score: -16652558.000000 Penalty: 3784.299072
Iteration 101Q: 3 clusters Score -1.665256e+07 nChanged 145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56599 members
Mstep: Class 2 contains 57406 members
Entering Unmasked Estep
Score: -16652520.000000 Penalty: 3784.299072
Iteration 102Q: 3 clusters Score -1.665252e+07 nChanged 141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56578 members
Mstep: Class 2 contains 57427 members
Entering Unmasked Estep
Score: -16652544.000000 Penalty: 3784.299072
Iteration 103Q: 3 clusters Score -1.665254e+07 nChanged 134
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56588 members
Mstep: Class 2 contains 57417 members
Entering Unmasked Estep
Score: -16652553.000000 Penalty: 3784.299072
Iteration 104Q: 3 clusters Score -1.665255e+07 nChanged 138
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56600 members
Mstep: Class 2 contains 57405 members
Entering Unmasked Estep
Score: -16652543.000000 Penalty: 3784.299072
Iteration 105Q: 3 clusters Score -1.665254e+07 nChanged 141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56607 members
Mstep: Class 2 contains 57398 members
Entering Unmasked Estep
Score: -16652541.000000 Penalty: 3784.299072
Iteration 106Q: 3 clusters Score -1.665254e+07 nChanged 153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56612 members
Mstep: Class 2 contains 57393 members
Entering Unmasked Estep
Score: -16652503.000000 Penalty: 3784.299072
Iteration 107Q: 3 clusters Score -1.66525e+07 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56607 members
Mstep: Class 2 contains 57398 members
Entering Unmasked Estep
Score: -16652521.000000 Penalty: 3784.299072
Iteration 108Q: 3 clusters Score -1.665252e+07 nChanged 122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56615 members
Mstep: Class 2 contains 57390 members
Entering Unmasked Estep
Score: -16652494.000000 Penalty: 3784.299072
Iteration 109Q: 3 clusters Score -1.665249e+07 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56632 members
Mstep: Class 2 contains 57373 members
Entering Unmasked Estep
Score: -16652518.000000 Penalty: 3784.299072
Iteration 110Q: 3 clusters Score -1.665252e+07 nChanged 148
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56664 members
Mstep: Class 2 contains 57341 members
Entering Unmasked Estep
Score: -16652581.000000 Penalty: 3784.299072
Iteration 111Q: 3 clusters Score -1.665258e+07 nChanged 169
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56685 members
Mstep: Class 2 contains 57320 members
Entering Unmasked Estep
Score: -16652586.000000 Penalty: 3784.299072
Iteration 112Q: 3 clusters Score -1.665259e+07 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56704 members
Mstep: Class 2 contains 57301 members
Entering Unmasked Estep
Score: -16652589.000000 Penalty: 3784.299072
Iteration 113Q: 3 clusters Score -1.665259e+07 nChanged 140
Entering Unmasked Mstep
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Mstep: Class 1 contains 56714 members
Mstep: Class 2 contains 57291 members
Entering Unmasked Estep
Score: -16652615.000000 Penalty: 3784.299072
Iteration 114Q: 3 clusters Score -1.665262e+07 nChanged 157
Entering Unmasked Mstep
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Mstep: Class 1 contains 56739 members
Mstep: Class 2 contains 57266 members
Entering Unmasked Estep
Score: -16652693.000000 Penalty: 3784.299072
Iteration 115Q: 3 clusters Score -1.665269e+07 nChanged 152
Entering Unmasked Mstep
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Mstep: Class 1 contains 56765 members
Mstep: Class 2 contains 57240 members
Entering Unmasked Estep
Score: -16652717.000000 Penalty: 3784.299072
Iteration 116Q: 3 clusters Score -1.665272e+07 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56775 members
Mstep: Class 2 contains 57230 members
Entering Unmasked Estep
Score: -16652707.000000 Penalty: 3784.299072
Iteration 117Q: 3 clusters Score -1.665271e+07 nChanged 150
Entering Unmasked Mstep
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Mstep: Class 1 contains 56757 members
Mstep: Class 2 contains 57248 members
Entering Unmasked Estep
Score: -16652652.000000 Penalty: 3784.299072
Iteration 118Q: 3 clusters Score -1.665265e+07 nChanged 157
Entering Unmasked Mstep
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Mstep: Class 1 contains 56734 members
Mstep: Class 2 contains 57271 members
Entering Unmasked Estep
Score: -16652665.000000 Penalty: 3784.299072
Iteration 119Q: 3 clusters Score -1.665266e+07 nChanged 153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56715 members
Mstep: Class 2 contains 57290 members
Entering Unmasked Estep
Score: -16652650.000000 Penalty: 3784.299072
Iteration 120F: 3 clusters Score -1.665265e+07 nChanged 149
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56704 members
Mstep: Class 2 contains 57301 members
Entering Unmasked Estep
Score: -16652622.000000 Penalty: 3784.299072
Iteration 121Q: 3 clusters Score -1.665262e+07 nChanged 113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56685 members
Mstep: Class 2 contains 57320 members
Entering Unmasked Estep
Score: -16652588.000000 Penalty: 3784.299072
Iteration 122Q: 3 clusters Score -1.665259e+07 nChanged 106
Entering Unmasked Mstep
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Mstep: Class 1 contains 56695 members
Mstep: Class 2 contains 57310 members
Entering Unmasked Estep
Score: -16652594.000000 Penalty: 3784.299072
Iteration 123Q: 3 clusters Score -1.665259e+07 nChanged 101
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56708 members
Mstep: Class 2 contains 57297 members
Entering Unmasked Estep
Score: -16652622.000000 Penalty: 3784.299072
Iteration 124Q: 3 clusters Score -1.665262e+07 nChanged 115
Entering Unmasked Mstep
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Mstep: Class 1 contains 56687 members
Mstep: Class 2 contains 57318 members
Entering Unmasked Estep
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Iteration 125Q: 3 clusters Score -1.665261e+07 nChanged 97
Entering Unmasked Mstep
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Mstep: Class 1 contains 56686 members
Mstep: Class 2 contains 57319 members
Entering Unmasked Estep
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Iteration 126Q: 3 clusters Score -1.66526e+07 nChanged 107
Entering Unmasked Mstep
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Mstep: Class 1 contains 56669 members
Mstep: Class 2 contains 57336 members
Entering Unmasked Estep
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Iteration 127Q: 3 clusters Score -1.665264e+07 nChanged 102
Entering Unmasked Mstep
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Mstep: Class 1 contains 56665 members
Mstep: Class 2 contains 57340 members
Entering Unmasked Estep
Score: -16652657.000000 Penalty: 3784.299072
Iteration 128Q: 3 clusters Score -1.665266e+07 nChanged 92
Entering Unmasked Mstep
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Mstep: Class 1 contains 56643 members
Mstep: Class 2 contains 57362 members
Entering Unmasked Estep
Score: -16652674.000000 Penalty: 3784.299072
Iteration 129Q: 3 clusters Score -1.665267e+07 nChanged 87
Entering Unmasked Mstep
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Mstep: Class 1 contains 56626 members
Mstep: Class 2 contains 57379 members
Entering Unmasked Estep
Score: -16652663.000000 Penalty: 3784.299072
Iteration 130Q: 3 clusters Score -1.665266e+07 nChanged 71
Entering Unmasked Mstep
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Mstep: Class 1 contains 56621 members
Mstep: Class 2 contains 57384 members
Entering Unmasked Estep
Score: -16652667.000000 Penalty: 3784.299072
Iteration 131Q: 3 clusters Score -1.665267e+07 nChanged 84
Entering Unmasked Mstep
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Mstep: Class 1 contains 56637 members
Mstep: Class 2 contains 57368 members
Entering Unmasked Estep
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Iteration 132Q: 3 clusters Score -1.66527e+07 nChanged 76
Entering Unmasked Mstep
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Mstep: Class 1 contains 56641 members
Mstep: Class 2 contains 57364 members
Entering Unmasked Estep
Score: -16652679.000000 Penalty: 3784.299072
Iteration 133Q: 3 clusters Score -1.665268e+07 nChanged 73
Entering Unmasked Mstep
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Mstep: Class 1 contains 56630 members
Mstep: Class 2 contains 57375 members
Entering Unmasked Estep
Score: -16652680.000000 Penalty: 3784.299072
Iteration 134Q: 3 clusters Score -1.665268e+07 nChanged 67
Entering Unmasked Mstep
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Mstep: Class 1 contains 56631 members
Mstep: Class 2 contains 57374 members
Entering Unmasked Estep
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Iteration 135Q: 3 clusters Score -1.665266e+07 nChanged 64
Entering Unmasked Mstep
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Mstep: Class 1 contains 56627 members
Mstep: Class 2 contains 57378 members
Entering Unmasked Estep
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Iteration 136Q: 3 clusters Score -1.665266e+07 nChanged 57
Entering Unmasked Mstep
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Mstep: Class 1 contains 56614 members
Mstep: Class 2 contains 57391 members
Entering Unmasked Estep
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Iteration 137Q: 3 clusters Score -1.665266e+07 nChanged 57
Entering Unmasked Mstep
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Mstep: Class 1 contains 56609 members
Mstep: Class 2 contains 57396 members
Entering Unmasked Estep
Score: -16652631.000000 Penalty: 3784.299072
Iteration 138Q: 3 clusters Score -1.665263e+07 nChanged 63
Entering Unmasked Mstep
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Mstep: Class 1 contains 56604 members
Mstep: Class 2 contains 57401 members
Entering Unmasked Estep
Score: -16652601.000000 Penalty: 3784.299072
Iteration 139Q: 3 clusters Score -1.66526e+07 nChanged 89
Entering Unmasked Mstep
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Mstep: Class 1 contains 56605 members
Mstep: Class 2 contains 57400 members
Entering Unmasked Estep
Score: -16652594.000000 Penalty: 3784.299072
Iteration 140F: 3 clusters Score -1.665259e+07 nChanged 95
Entering Unmasked Mstep
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Mstep: Class 1 contains 56606 members
Mstep: Class 2 contains 57399 members
Entering Unmasked Estep
Score: -16652587.000000 Penalty: 3784.299072
Iteration 141Q: 3 clusters Score -1.665259e+07 nChanged 101
Entering Unmasked Mstep
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Mstep: Class 1 contains 56621 members
Mstep: Class 2 contains 57384 members
Entering Unmasked Estep
Score: -16652591.000000 Penalty: 3784.299072
Iteration 142Q: 3 clusters Score -1.665259e+07 nChanged 78
Entering Unmasked Mstep
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Mstep: Class 1 contains 56621 members
Mstep: Class 2 contains 57384 members
Entering Unmasked Estep
Score: -16652595.000000 Penalty: 3784.299072
Iteration 143Q: 3 clusters Score -1.66526e+07 nChanged 83
Entering Unmasked Mstep
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Mstep: Class 1 contains 56622 members
Mstep: Class 2 contains 57383 members
Entering Unmasked Estep
Score: -16652605.000000 Penalty: 3784.299072
Iteration 144Q: 3 clusters Score -1.66526e+07 nChanged 91
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56625 members
Mstep: Class 2 contains 57380 members
Entering Unmasked Estep
Score: -16652622.000000 Penalty: 3784.299072
Iteration 145Q: 3 clusters Score -1.665262e+07 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56639 members
Mstep: Class 2 contains 57366 members
Entering Unmasked Estep
Score: -16652612.000000 Penalty: 3784.299072
Iteration 146Q: 3 clusters Score -1.665261e+07 nChanged 108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56655 members
Mstep: Class 2 contains 57350 members
Entering Unmasked Estep
Score: -16652612.000000 Penalty: 3784.299072
Iteration 147Q: 3 clusters Score -1.665261e+07 nChanged 122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56683 members
Mstep: Class 2 contains 57322 members
Entering Unmasked Estep
Score: -16652637.000000 Penalty: 3784.299072
Iteration 148Q: 3 clusters Score -1.665264e+07 nChanged 108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56707 members
Mstep: Class 2 contains 57298 members
Entering Unmasked Estep
Score: -16652654.000000 Penalty: 3784.299072
Iteration 149Q: 3 clusters Score -1.665265e+07 nChanged 113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56738 members
Mstep: Class 2 contains 57267 members
Entering Unmasked Estep
Score: -16652680.000000 Penalty: 3784.299072
Iteration 150Q: 3 clusters Score -1.665268e+07 nChanged 88
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56748 members
Mstep: Class 2 contains 57257 members
Entering Unmasked Estep
Score: -16652671.000000 Penalty: 3784.299072
Iteration 151Q: 3 clusters Score -1.665267e+07 nChanged 101
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56761 members
Mstep: Class 2 contains 57244 members
Entering Unmasked Estep
Score: -16652680.000000 Penalty: 3784.299072
Iteration 152Q: 3 clusters Score -1.665268e+07 nChanged 86
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56775 members
Mstep: Class 2 contains 57230 members
Entering Unmasked Estep
Score: -16652725.000000 Penalty: 3784.299072
Iteration 153Q: 3 clusters Score -1.665272e+07 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56774 members
Mstep: Class 2 contains 57231 members
Entering Unmasked Estep
Score: -16652739.000000 Penalty: 3784.299072
Iteration 154Q: 3 clusters Score -1.665274e+07 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56780 members
Mstep: Class 2 contains 57225 members
Entering Unmasked Estep
Score: -16652764.000000 Penalty: 3784.299072
Iteration 155Q: 3 clusters Score -1.665276e+07 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56790 members
Mstep: Class 2 contains 57215 members
Entering Unmasked Estep
Score: -16652767.000000 Penalty: 3784.299072
Iteration 156Q: 3 clusters Score -1.665277e+07 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56800 members
Mstep: Class 2 contains 57205 members
Entering Unmasked Estep
Score: -16652782.000000 Penalty: 3784.299072
Iteration 157Q: 3 clusters Score -1.665278e+07 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56810 members
Mstep: Class 2 contains 57195 members
Entering Unmasked Estep
Score: -16652788.000000 Penalty: 3784.299072
Iteration 158Q: 3 clusters Score -1.665279e+07 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56814 members
Mstep: Class 2 contains 57191 members
Entering Unmasked Estep
Score: -16652803.000000 Penalty: 3784.299072
Iteration 159Q: 3 clusters Score -1.66528e+07 nChanged 79
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56843 members
Mstep: Class 2 contains 57162 members
Entering Unmasked Estep
Score: -16652820.000000 Penalty: 3784.299072
Iteration 160F: 3 clusters Score -1.665282e+07 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56863 members
Mstep: Class 2 contains 57142 members
Entering Unmasked Estep
Score: -16652817.000000 Penalty: 3784.299072
Iteration 161Q: 3 clusters Score -1.665282e+07 nChanged 116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56887 members
Mstep: Class 2 contains 57118 members
Entering Unmasked Estep
Score: -16652850.000000 Penalty: 3784.299072
Iteration 162Q: 3 clusters Score -1.665285e+07 nChanged 108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56899 members
Mstep: Class 2 contains 57106 members
Entering Unmasked Estep
Score: -16652834.000000 Penalty: 3784.299072
Iteration 163Q: 3 clusters Score -1.665283e+07 nChanged 110
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56925 members
Mstep: Class 2 contains 57080 members
Entering Unmasked Estep
Score: -16652835.000000 Penalty: 3784.299072
Iteration 164Q: 3 clusters Score -1.665284e+07 nChanged 120
Entering Unmasked Mstep
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Mstep: Class 1 contains 56961 members
Mstep: Class 2 contains 57044 members
Entering Unmasked Estep
Score: -16652824.000000 Penalty: 3784.299072
Iteration 165Q: 3 clusters Score -1.665282e+07 nChanged 140
Entering Unmasked Mstep
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Mstep: Class 1 contains 57013 members
Mstep: Class 2 contains 56992 members
Entering Unmasked Estep
Score: -16652859.000000 Penalty: 3784.299072
Iteration 166Q: 3 clusters Score -1.665286e+07 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57063 members
Mstep: Class 2 contains 56942 members
Entering Unmasked Estep
Score: -16652894.000000 Penalty: 3784.299072
Iteration 167Q: 3 clusters Score -1.665289e+07 nChanged 140
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57089 members
Mstep: Class 2 contains 56916 members
Entering Unmasked Estep
Score: -16652907.000000 Penalty: 3784.299072
Iteration 168Q: 3 clusters Score -1.665291e+07 nChanged 141
Entering Unmasked Mstep
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Mstep: Class 1 contains 57096 members
Mstep: Class 2 contains 56909 members
Entering Unmasked Estep
Score: -16652938.000000 Penalty: 3784.299072
Iteration 169Q: 3 clusters Score -1.665294e+07 nChanged 123
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57101 members
Mstep: Class 2 contains 56904 members
Entering Unmasked Estep
Score: -16652930.000000 Penalty: 3784.299072
Iteration 170Q: 3 clusters Score -1.665293e+07 nChanged 127
Entering Unmasked Mstep
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Mstep: Class 1 contains 57110 members
Mstep: Class 2 contains 56895 members
Entering Unmasked Estep
Score: -16652922.000000 Penalty: 3784.299072
Iteration 171Q: 3 clusters Score -1.665292e+07 nChanged 91
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Mstep: Class 1 contains 57123 members
Mstep: Class 2 contains 56882 members
Entering Unmasked Estep
Score: -16652947.000000 Penalty: 3784.299072
Iteration 172Q: 3 clusters Score -1.665295e+07 nChanged 93
Entering Unmasked Mstep
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Mstep: Class 1 contains 57132 members
Mstep: Class 2 contains 56873 members
Entering Unmasked Estep
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Iteration 173Q: 3 clusters Score -1.665297e+07 nChanged 82
Entering Unmasked Mstep
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Mstep: Class 1 contains 57136 members
Mstep: Class 2 contains 56869 members
Entering Unmasked Estep
Score: -16652957.000000 Penalty: 3784.299072
Iteration 174Q: 3 clusters Score -1.665296e+07 nChanged 73
Entering Unmasked Mstep
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Mstep: Class 1 contains 57147 members
Mstep: Class 2 contains 56858 members
Entering Unmasked Estep
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Iteration 175Q: 3 clusters Score -1.665296e+07 nChanged 70
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Mstep: Class 1 contains 57153 members
Mstep: Class 2 contains 56852 members
Entering Unmasked Estep
Score: -16652948.000000 Penalty: 3784.299072
Iteration 176Q: 3 clusters Score -1.665295e+07 nChanged 72
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Mstep: Class 1 contains 57141 members
Mstep: Class 2 contains 56864 members
Entering Unmasked Estep
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Iteration 177Q: 3 clusters Score -1.665294e+07 nChanged 75
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Mstep: Class 2 contains 56875 members
Entering Unmasked Estep
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Iteration 178Q: 3 clusters Score -1.665292e+07 nChanged 60
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Mstep: Class 2 contains 56875 members
Entering Unmasked Estep
Score: -16652919.000000 Penalty: 3784.299072
Iteration 179Q: 3 clusters Score -1.665292e+07 nChanged 56
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Mstep: Class 1 contains 57126 members
Mstep: Class 2 contains 56879 members
Entering Unmasked Estep
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Iteration 180F: 3 clusters Score -1.665292e+07 nChanged 51
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Mstep: Class 2 contains 56876 members
Entering Unmasked Estep
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Iteration 181Q: 3 clusters Score -1.665292e+07 nChanged 56
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Mstep: Class 2 contains 56880 members
Entering Unmasked Estep
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Iteration 182Q: 3 clusters Score -1.665294e+07 nChanged 53
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Mstep: Class 2 contains 56869 members
Entering Unmasked Estep
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Iteration 183Q: 3 clusters Score -1.665292e+07 nChanged 40
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Mstep: Class 2 contains 56869 members
Entering Unmasked Estep
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Iteration 184Q: 3 clusters Score -1.665292e+07 nChanged 42
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Mstep: Class 2 contains 56867 members
Entering Unmasked Estep
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Iteration 185Q: 3 clusters Score -1.66529e+07 nChanged 41
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Mstep: Class 2 contains 56860 members
Entering Unmasked Estep
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Iteration 186Q: 3 clusters Score -1.66529e+07 nChanged 44
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Mstep: Class 2 contains 56854 members
Entering Unmasked Estep
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Iteration 187Q: 3 clusters Score -1.665288e+07 nChanged 45
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Mstep: Class 2 contains 56855 members
Entering Unmasked Estep
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Iteration 188Q: 3 clusters Score -1.665289e+07 nChanged 38
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Mstep: Class 2 contains 56855 members
Entering Unmasked Estep
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Iteration 189Q: 3 clusters Score -1.66529e+07 nChanged 36
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Mstep: Class 2 contains 56849 members
Entering Unmasked Estep
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Iteration 190Q: 3 clusters Score -1.66529e+07 nChanged 38
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Mstep: Class 2 contains 56835 members
Entering Unmasked Estep
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Iteration 191Q: 3 clusters Score -1.665293e+07 nChanged 33
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Mstep: Class 2 contains 56824 members
Entering Unmasked Estep
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Iteration 192Q: 3 clusters Score -1.665293e+07 nChanged 44
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Mstep: Class 2 contains 56826 members
Entering Unmasked Estep
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Iteration 193Q: 3 clusters Score -1.66529e+07 nChanged 38
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Mstep: Class 2 contains 56822 members
Entering Unmasked Estep
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Iteration 194Q: 3 clusters Score -1.665291e+07 nChanged 36
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Mstep: Class 2 contains 56816 members
Entering Unmasked Estep
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Iteration 195Q: 3 clusters Score -1.665294e+07 nChanged 41
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Mstep: Class 2 contains 56819 members
Entering Unmasked Estep
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Iteration 196Q: 3 clusters Score -1.665291e+07 nChanged 54
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Mstep: Class 2 contains 56823 members
Entering Unmasked Estep
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Iteration 197Q: 3 clusters Score -1.66529e+07 nChanged 56
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Mstep: Class 2 contains 56823 members
Entering Unmasked Estep
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Iteration 198Q: 3 clusters Score -1.665291e+07 nChanged 57
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Mstep: Class 2 contains 56816 members
Entering Unmasked Estep
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Iteration 199Q: 3 clusters Score -1.665294e+07 nChanged 39
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Mstep: Class 2 contains 56811 members
Entering Unmasked Estep
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Iteration 200F: 3 clusters Score -1.665294e+07 nChanged 27
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Mstep: Class 2 contains 56808 members
Entering Unmasked Estep
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Iteration 201Q: 3 clusters Score -1.665294e+07 nChanged 22
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Mstep: Class 2 contains 56812 members
Entering Unmasked Estep
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Iteration 202Q: 3 clusters Score -1.665292e+07 nChanged 21
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Mstep: Class 2 contains 56813 members
Entering Unmasked Estep
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Iteration 203Q: 3 clusters Score -1.665292e+07 nChanged 18
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Mstep: Class 1 contains 57194 members
Mstep: Class 2 contains 56811 members
Entering Unmasked Estep
Score: -16652897.000000 Penalty: 3784.299072
Iteration 204Q: 3 clusters Score -1.66529e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57198 members
Mstep: Class 2 contains 56807 members
Entering Unmasked Estep
Score: -16652896.000000 Penalty: 3784.299072
Iteration 205Q: 3 clusters Score -1.66529e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57197 members
Mstep: Class 2 contains 56808 members
Entering Unmasked Estep
Score: -16652888.000000 Penalty: 3784.299072
Iteration 206Q: 3 clusters Score -1.665289e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57188 members
Mstep: Class 2 contains 56817 members
Entering Unmasked Estep
Score: -16652897.000000 Penalty: 3784.299072
Iteration 207Q: 3 clusters Score -1.66529e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57182 members
Mstep: Class 2 contains 56823 members
Entering Unmasked Estep
Score: -16652893.000000 Penalty: 3784.299072
Iteration 208Q: 3 clusters Score -1.665289e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57178 members
Mstep: Class 2 contains 56827 members
Entering Unmasked Estep
Score: -16652905.000000 Penalty: 3784.299072
Iteration 209Q: 3 clusters Score -1.66529e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57177 members
Mstep: Class 2 contains 56828 members
Entering Unmasked Estep
Score: -16652897.000000 Penalty: 3784.299072
Iteration 210Q: 3 clusters Score -1.66529e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57178 members
Mstep: Class 2 contains 56827 members
Entering Unmasked Estep
Score: -16652894.000000 Penalty: 3784.299072
Iteration 211Q: 3 clusters Score -1.665289e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57179 members
Mstep: Class 2 contains 56826 members
Entering Unmasked Estep
Score: -16652898.000000 Penalty: 3784.299072
Iteration 212Q: 3 clusters Score -1.66529e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57179 members
Mstep: Class 2 contains 56826 members
Entering Unmasked Estep
Score: -16652898.000000 Penalty: 3784.299072
Iteration 213F: 3 clusters Score -1.66529e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 6315 members
Mstep: Class 2 contains 72161 members
Mstep: Class 3 contains 999 members
Mstep: Class 4 contains 39328 members
Mstep: Class 5 contains 31667 members
Mstep: Class 6 contains 57179 members
Mstep: Class 7 contains 7278 members
Mstep: Class 8 contains 117431 members
Mstep: Class 9 contains 103704 members
Mstep: Class 10 contains 114999 members
Mstep: Class 11 contains 114171 members
Mstep: Class 12 contains 119799 members
Mstep: Class 13 contains 128232 members
Mstep: Class 14 contains 62928 members
Mstep: Class 15 contains 121427 members
Mstep: Class 16 contains 113386 members
Mstep: Class 17 contains 81844 members
Mstep: Class 18 contains 116355 members
Mstep: Class 19 contains 116441 members
Mstep: Class 20 contains 75801 members
Mstep: Class 21 contains 74075 members
Mstep: Class 22 contains 1756 members
Mstep: Class 23 contains 20795 members
Mstep: Class 24 contains 58736 members
Mstep: Class 25 contains 56826 members
Entering Unmasked Estep
Score: -259277520.000000 Penalty: 58544.277344
Splitting cluster 6 changes total score from -259089056.000000 to -259277520.000000
So it's getting split into cluster 25.
Entering ConstructFrom:
Trying to split cluster 7 (7278 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7278 members
Entering Unmasked Estep
Score: -887182.812500 Penalty: 1445.049316
Iteration 0F: 2 clusters Score -887182.8 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3622 members
Mstep: Class 2 contains 3656 members
Entering Unmasked Estep
Score: -882067.750000 Penalty: 2890.098633
Iteration 0F: 3 clusters Score -882067.8 nChanged 3249
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4469 members
Mstep: Class 2 contains 2809 members
Entering Unmasked Estep
Score: -892311.500000 Penalty: 2890.098633
Iteration 1F: 3 clusters Score -892311.5 nChanged 1670
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5031 members
Mstep: Class 2 contains 2247 members
Entering Unmasked Estep
Score: -900950.187500 Penalty: 2890.098633
Iteration 2F: 3 clusters Score -900950.2 nChanged 559
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4916 members
Mstep: Class 2 contains 2362 members
Entering Unmasked Estep
Score: -902374.875000 Penalty: 2890.098633
Iteration 3F: 3 clusters Score -902374.9 nChanged 202
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4792 members
Mstep: Class 2 contains 2486 members
Entering Unmasked Estep
Score: -902678.687500 Penalty: 2890.098633
Iteration 4Q: 3 clusters Score -902678.7 nChanged 113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4695 members
Mstep: Class 2 contains 2583 members
Entering Unmasked Estep
Score: -902777.875000 Penalty: 2890.098633
Iteration 5Q: 3 clusters Score -902777.9 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4630 members
Mstep: Class 2 contains 2648 members
Entering Unmasked Estep
Score: -902819.187500 Penalty: 2890.098633
Iteration 6Q: 3 clusters Score -902819.2 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4590 members
Mstep: Class 2 contains 2688 members
Entering Unmasked Estep
Score: -902833.687500 Penalty: 2890.098633
Iteration 7Q: 3 clusters Score -902833.7 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4568 members
Mstep: Class 2 contains 2710 members
Entering Unmasked Estep
Score: -902841.687500 Penalty: 2890.098633
Iteration 8Q: 3 clusters Score -902841.7 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4559 members
Mstep: Class 2 contains 2719 members
Entering Unmasked Estep
Score: -902839.750000 Penalty: 2890.098633
Iteration 9Q: 3 clusters Score -902839.8 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4553 members
Mstep: Class 2 contains 2725 members
Entering Unmasked Estep
Score: -902839.125000 Penalty: 2890.098633
Iteration 10Q: 3 clusters Score -902839.1 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4549 members
Mstep: Class 2 contains 2729 members
Entering Unmasked Estep
Score: -902840.375000 Penalty: 2890.098633
Iteration 11Q: 3 clusters Score -902840.4 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4546 members
Mstep: Class 2 contains 2732 members
Entering Unmasked Estep
Score: -902843.375000 Penalty: 2890.098633
Iteration 12Q: 3 clusters Score -902843.4 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4546 members
Mstep: Class 2 contains 2732 members
Entering Unmasked Estep
Score: -902843.375000 Penalty: 2890.098633
Iteration 13F: 3 clusters Score -902843.4 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 6315 members
Mstep: Class 2 contains 72161 members
Mstep: Class 3 contains 999 members
Mstep: Class 4 contains 39328 members
Mstep: Class 5 contains 31667 members
Mstep: Class 6 contains 57179 members
Mstep: Class 7 contains 4546 members
Mstep: Class 8 contains 117431 members
Mstep: Class 9 contains 103704 members
Mstep: Class 10 contains 114999 members
Mstep: Class 11 contains 114171 members
Mstep: Class 12 contains 119799 members
Mstep: Class 13 contains 128232 members
Mstep: Class 14 contains 62928 members
Mstep: Class 15 contains 121427 members
Mstep: Class 16 contains 113386 members
Mstep: Class 17 contains 81844 members
Mstep: Class 18 contains 116355 members
Mstep: Class 19 contains 116441 members
Mstep: Class 20 contains 75801 members
Mstep: Class 21 contains 74075 members
Mstep: Class 22 contains 1756 members
Mstep: Class 23 contains 20795 members
Mstep: Class 24 contains 58736 members
Mstep: Class 25 contains 56826 members
Mstep: Class 26 contains 2732 members
Entering Unmasked Estep
Score: -259283536.000000 Penalty: 60886.050781
Splitting cluster 7 changes total score from -259089056.000000 to -259283536.000000
So it's getting split into cluster 26.
Entering ConstructFrom:
Trying to split cluster 8 (117431 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 117431 members
Entering Unmasked Estep
Score: -17243194.000000 Penalty: 1896.960938
Iteration 0F: 2 clusters Score -1.724319e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58630 members
Mstep: Class 2 contains 58801 members
Entering Unmasked Estep
Score: -17268070.000000 Penalty: 3793.921875
Iteration 0F: 3 clusters Score -1.726807e+07 nChanged 56341
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58665 members
Mstep: Class 2 contains 58766 members
Entering Unmasked Estep
Score: -17301794.000000 Penalty: 3793.921875
Iteration 1F: 3 clusters Score -1.730179e+07 nChanged 6921
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59208 members
Mstep: Class 2 contains 58223 members
Entering Unmasked Estep
Score: -17304474.000000 Penalty: 3793.921875
Iteration 2F: 3 clusters Score -1.730447e+07 nChanged 8336
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59590 members
Mstep: Class 2 contains 57841 members
Entering Unmasked Estep
Score: -17310052.000000 Penalty: 3793.921875
Iteration 3F: 3 clusters Score -1.731005e+07 nChanged 10460
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59366 members
Mstep: Class 2 contains 58065 members
Entering Unmasked Estep
Score: -17319132.000000 Penalty: 3793.921875
Iteration 4F: 3 clusters Score -1.731913e+07 nChanged 11185
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59059 members
Mstep: Class 2 contains 58372 members
Entering Unmasked Estep
Score: -17328990.000000 Penalty: 3793.921875
Iteration 5F: 3 clusters Score -1.732899e+07 nChanged 9038
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59355 members
Mstep: Class 2 contains 58076 members
Entering Unmasked Estep
Score: -17333340.000000 Penalty: 3793.921875
Iteration 6F: 3 clusters Score -1.733334e+07 nChanged 5646
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60285 members
Mstep: Class 2 contains 57146 members
Entering Unmasked Estep
Score: -17333396.000000 Penalty: 3793.921875
Iteration 7Q: 3 clusters Score -1.73334e+07 nChanged 3712
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61305 members
Mstep: Class 2 contains 56126 members
Entering Unmasked Estep
Score: -17332010.000000 Penalty: 3793.921875
Iteration 8Q: 3 clusters Score -1.733201e+07 nChanged 2763
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62196 members
Mstep: Class 2 contains 55235 members
Entering Unmasked Estep
Score: -17330298.000000 Penalty: 3793.921875
Iteration 9Q: 3 clusters Score -1.73303e+07 nChanged 2307
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62935 members
Mstep: Class 2 contains 54496 members
Entering Unmasked Estep
Score: -17328786.000000 Penalty: 3793.921875
Iteration 10Q: 3 clusters Score -1.732879e+07 nChanged 2010
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63549 members
Mstep: Class 2 contains 53882 members
Entering Unmasked Estep
Score: -17327548.000000 Penalty: 3793.921875
Iteration 11Q: 3 clusters Score -1.732755e+07 nChanged 1764
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64061 members
Mstep: Class 2 contains 53370 members
Entering Unmasked Estep
Score: -17326702.000000 Penalty: 3793.921875
Iteration 12Q: 3 clusters Score -1.73267e+07 nChanged 1415
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64360 members
Mstep: Class 2 contains 53071 members
Entering Unmasked Estep
Score: -17326794.000000 Penalty: 3793.921875
Iteration 13Q: 3 clusters Score -1.732679e+07 nChanged 1228
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64456 members
Mstep: Class 2 contains 52975 members
Entering Unmasked Estep
Score: -17327020.000000 Penalty: 3793.921875
Iteration 14Q: 3 clusters Score -1.732702e+07 nChanged 1058
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64504 members
Mstep: Class 2 contains 52927 members
Entering Unmasked Estep
Score: -17327370.000000 Penalty: 3793.921875
Iteration 15Q: 3 clusters Score -1.732737e+07 nChanged 940
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64510 members
Mstep: Class 2 contains 52921 members
Entering Unmasked Estep
Score: -17327518.000000 Penalty: 3793.921875
Iteration 16Q: 3 clusters Score -1.732752e+07 nChanged 752
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64538 members
Mstep: Class 2 contains 52893 members
Entering Unmasked Estep
Score: -17327618.000000 Penalty: 3793.921875
Iteration 17Q: 3 clusters Score -1.732762e+07 nChanged 657
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64569 members
Mstep: Class 2 contains 52862 members
Entering Unmasked Estep
Score: -17327858.000000 Penalty: 3793.921875
Iteration 18Q: 3 clusters Score -1.732786e+07 nChanged 578
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64573 members
Mstep: Class 2 contains 52858 members
Entering Unmasked Estep
Score: -17327920.000000 Penalty: 3793.921875
Iteration 19Q: 3 clusters Score -1.732792e+07 nChanged 530
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64587 members
Mstep: Class 2 contains 52844 members
Entering Unmasked Estep
Score: -17328026.000000 Penalty: 3793.921875
Iteration 20F: 3 clusters Score -1.732803e+07 nChanged 461
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64582 members
Mstep: Class 2 contains 52849 members
Entering Unmasked Estep
Score: -17328192.000000 Penalty: 3793.921875
Iteration 21Q: 3 clusters Score -1.732819e+07 nChanged 383
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64621 members
Mstep: Class 2 contains 52810 members
Entering Unmasked Estep
Score: -17328206.000000 Penalty: 3793.921875
Iteration 22Q: 3 clusters Score -1.732821e+07 nChanged 348
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64645 members
Mstep: Class 2 contains 52786 members
Entering Unmasked Estep
Score: -17328314.000000 Penalty: 3793.921875
Iteration 23Q: 3 clusters Score -1.732831e+07 nChanged 283
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64660 members
Mstep: Class 2 contains 52771 members
Entering Unmasked Estep
Score: -17328432.000000 Penalty: 3793.921875
Iteration 24Q: 3 clusters Score -1.732843e+07 nChanged 245
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64649 members
Mstep: Class 2 contains 52782 members
Entering Unmasked Estep
Score: -17328492.000000 Penalty: 3793.921875
Iteration 25Q: 3 clusters Score -1.732849e+07 nChanged 186
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64641 members
Mstep: Class 2 contains 52790 members
Entering Unmasked Estep
Score: -17328556.000000 Penalty: 3793.921875
Iteration 26Q: 3 clusters Score -1.732856e+07 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64612 members
Mstep: Class 2 contains 52819 members
Entering Unmasked Estep
Score: -17328624.000000 Penalty: 3793.921875
Iteration 27Q: 3 clusters Score -1.732862e+07 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64611 members
Mstep: Class 2 contains 52820 members
Entering Unmasked Estep
Score: -17328646.000000 Penalty: 3793.921875
Iteration 28Q: 3 clusters Score -1.732865e+07 nChanged 88
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64613 members
Mstep: Class 2 contains 52818 members
Entering Unmasked Estep
Score: -17328652.000000 Penalty: 3793.921875
Iteration 29Q: 3 clusters Score -1.732865e+07 nChanged 85
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64624 members
Mstep: Class 2 contains 52807 members
Entering Unmasked Estep
Score: -17328684.000000 Penalty: 3793.921875
Iteration 30Q: 3 clusters Score -1.732868e+07 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64625 members
Mstep: Class 2 contains 52806 members
Entering Unmasked Estep
Score: -17328672.000000 Penalty: 3793.921875
Iteration 31Q: 3 clusters Score -1.732867e+07 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64628 members
Mstep: Class 2 contains 52803 members
Entering Unmasked Estep
Score: -17328700.000000 Penalty: 3793.921875
Iteration 32Q: 3 clusters Score -1.73287e+07 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64627 members
Mstep: Class 2 contains 52804 members
Entering Unmasked Estep
Score: -17328696.000000 Penalty: 3793.921875
Iteration 33Q: 3 clusters Score -1.73287e+07 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64646 members
Mstep: Class 2 contains 52785 members
Entering Unmasked Estep
Score: -17328662.000000 Penalty: 3793.921875
Iteration 34Q: 3 clusters Score -1.732866e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64656 members
Mstep: Class 2 contains 52775 members
Entering Unmasked Estep
Score: -17328634.000000 Penalty: 3793.921875
Iteration 35Q: 3 clusters Score -1.732863e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64663 members
Mstep: Class 2 contains 52768 members
Entering Unmasked Estep
Score: -17328650.000000 Penalty: 3793.921875
Iteration 36Q: 3 clusters Score -1.732865e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64662 members
Mstep: Class 2 contains 52769 members
Entering Unmasked Estep
Score: -17328660.000000 Penalty: 3793.921875
Iteration 37Q: 3 clusters Score -1.732866e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64662 members
Mstep: Class 2 contains 52769 members
Entering Unmasked Estep
Score: -17328658.000000 Penalty: 3793.921875
Iteration 38Q: 3 clusters Score -1.732866e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64662 members
Mstep: Class 2 contains 52769 members
Entering Unmasked Estep
Score: -17328642.000000 Penalty: 3793.921875
Iteration 39Q: 3 clusters Score -1.732864e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64660 members
Mstep: Class 2 contains 52771 members
Entering Unmasked Estep
Score: -17328662.000000 Penalty: 3793.921875
Iteration 40F: 3 clusters Score -1.732866e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64659 members
Mstep: Class 2 contains 52772 members
Entering Unmasked Estep
Score: -17328668.000000 Penalty: 3793.921875
Iteration 41Q: 3 clusters Score -1.732867e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64657 members
Mstep: Class 2 contains 52774 members
Entering Unmasked Estep
Score: -17328676.000000 Penalty: 3793.921875
Iteration 42Q: 3 clusters Score -1.732868e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64655 members
Mstep: Class 2 contains 52776 members
Entering Unmasked Estep
Score: -17328684.000000 Penalty: 3793.921875
Iteration 43Q: 3 clusters Score -1.732868e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64657 members
Mstep: Class 2 contains 52774 members
Entering Unmasked Estep
Score: -17328678.000000 Penalty: 3793.921875
Iteration 44Q: 3 clusters Score -1.732868e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64651 members
Mstep: Class 2 contains 52780 members
Entering Unmasked Estep
Score: -17328688.000000 Penalty: 3793.921875
Iteration 45Q: 3 clusters Score -1.732869e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64648 members
Mstep: Class 2 contains 52783 members
Entering Unmasked Estep
Score: -17328676.000000 Penalty: 3793.921875
Iteration 46Q: 3 clusters Score -1.732868e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64648 members
Mstep: Class 2 contains 52783 members
Entering Unmasked Estep
Score: -17328688.000000 Penalty: 3793.921875
Iteration 47Q: 3 clusters Score -1.732869e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64647 members
Mstep: Class 2 contains 52784 members
Entering Unmasked Estep
Score: -17328688.000000 Penalty: 3793.921875
Iteration 48Q: 3 clusters Score -1.732869e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64648 members
Mstep: Class 2 contains 52783 members
Entering Unmasked Estep
Score: -17328674.000000 Penalty: 3793.921875
Iteration 49Q: 3 clusters Score -1.732867e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64646 members
Mstep: Class 2 contains 52785 members
Entering Unmasked Estep
Score: -17328646.000000 Penalty: 3793.921875
Iteration 50Q: 3 clusters Score -1.732865e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64644 members
Mstep: Class 2 contains 52787 members
Entering Unmasked Estep
Score: -17328672.000000 Penalty: 3793.921875
Iteration 51Q: 3 clusters Score -1.732867e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64647 members
Mstep: Class 2 contains 52784 members
Entering Unmasked Estep
Score: -17328670.000000 Penalty: 3793.921875
Iteration 52Q: 3 clusters Score -1.732867e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64647 members
Mstep: Class 2 contains 52784 members
Entering Unmasked Estep
Score: -17328670.000000 Penalty: 3793.921875
Iteration 53F: 3 clusters Score -1.732867e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 6315 members
Mstep: Class 2 contains 72161 members
Mstep: Class 3 contains 999 members
Mstep: Class 4 contains 39328 members
Mstep: Class 5 contains 31667 members
Mstep: Class 6 contains 57179 members
Mstep: Class 7 contains 4546 members
Mstep: Class 8 contains 64647 members
Mstep: Class 9 contains 103704 members
Mstep: Class 10 contains 114999 members
Mstep: Class 11 contains 114171 members
Mstep: Class 12 contains 119799 members
Mstep: Class 13 contains 128232 members
Mstep: Class 14 contains 62928 members
Mstep: Class 15 contains 121427 members
Mstep: Class 16 contains 113386 members
Mstep: Class 17 contains 81844 members
Mstep: Class 18 contains 116355 members
Mstep: Class 19 contains 116441 members
Mstep: Class 20 contains 75801 members
Mstep: Class 21 contains 74075 members
Mstep: Class 22 contains 1756 members
Mstep: Class 23 contains 20795 members
Mstep: Class 24 contains 58736 members
Mstep: Class 25 contains 56826 members
Mstep: Class 26 contains 2732 members
Mstep: Class 27 contains 52784 members
Entering Unmasked Estep
Score: -259336816.000000 Penalty: 63227.820312
Splitting cluster 8 changes total score from -259089056.000000 to -259336816.000000
So it's getting split into cluster 27.
Entering ConstructFrom:
Trying to split cluster 9 (103704 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 103704 members
Entering Unmasked Estep
Score: -15278589.000000 Penalty: 1876.760620
Iteration 0F: 2 clusters Score -1.527859e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51909 members
Mstep: Class 2 contains 51795 members
Entering Unmasked Estep
Score: -15290834.000000 Penalty: 3753.521240
Iteration 0F: 3 clusters Score -1.529083e+07 nChanged 49752
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53599 members
Mstep: Class 2 contains 50105 members
Entering Unmasked Estep
Score: -15320114.000000 Penalty: 3753.521240
Iteration 1F: 3 clusters Score -1.532011e+07 nChanged 4829
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53760 members
Mstep: Class 2 contains 49944 members
Entering Unmasked Estep
Score: -15321205.000000 Penalty: 3753.521240
Iteration 2Q: 3 clusters Score -1.53212e+07 nChanged 5425
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53635 members
Mstep: Class 2 contains 50069 members
Entering Unmasked Estep
Score: -15322933.000000 Penalty: 3753.521240
Iteration 3F: 3 clusters Score -1.532293e+07 nChanged 6037
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53132 members
Mstep: Class 2 contains 50572 members
Entering Unmasked Estep
Score: -15325891.000000 Penalty: 3753.521240
Iteration 4F: 3 clusters Score -1.532589e+07 nChanged 6839
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52287 members
Mstep: Class 2 contains 51417 members
Entering Unmasked Estep
Score: -15330056.000000 Penalty: 3753.521240
Iteration 5F: 3 clusters Score -1.533006e+07 nChanged 7274
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51415 members
Mstep: Class 2 contains 52289 members
Entering Unmasked Estep
Score: -15334644.000000 Penalty: 3753.521240
Iteration 6F: 3 clusters Score -1.533464e+07 nChanged 7062
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50489 members
Mstep: Class 2 contains 53215 members
Entering Unmasked Estep
Score: -15338281.000000 Penalty: 3753.521240
Iteration 7F: 3 clusters Score -1.533828e+07 nChanged 5656
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49623 members
Mstep: Class 2 contains 54081 members
Entering Unmasked Estep
Score: -15340332.000000 Penalty: 3753.521240
Iteration 8F: 3 clusters Score -1.534033e+07 nChanged 4221
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49108 members
Mstep: Class 2 contains 54596 members
Entering Unmasked Estep
Score: -15341464.000000 Penalty: 3753.521240
Iteration 9Q: 3 clusters Score -1.534146e+07 nChanged 3712
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48722 members
Mstep: Class 2 contains 54982 members
Entering Unmasked Estep
Score: -15341807.000000 Penalty: 3753.521240
Iteration 10Q: 3 clusters Score -1.534181e+07 nChanged 3598
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48542 members
Mstep: Class 2 contains 55162 members
Entering Unmasked Estep
Score: -15342170.000000 Penalty: 3753.521240
Iteration 11Q: 3 clusters Score -1.534217e+07 nChanged 3616
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48618 members
Mstep: Class 2 contains 55086 members
Entering Unmasked Estep
Score: -15342786.000000 Penalty: 3753.521240
Iteration 12Q: 3 clusters Score -1.534279e+07 nChanged 3487
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48811 members
Mstep: Class 2 contains 54893 members
Entering Unmasked Estep
Score: -15343006.000000 Penalty: 3753.521240
Iteration 13Q: 3 clusters Score -1.534301e+07 nChanged 3073
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48952 members
Mstep: Class 2 contains 54752 members
Entering Unmasked Estep
Score: -15342865.000000 Penalty: 3753.521240
Iteration 14Q: 3 clusters Score -1.534286e+07 nChanged 2738
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49016 members
Mstep: Class 2 contains 54688 members
Entering Unmasked Estep
Score: -15342580.000000 Penalty: 3753.521240
Iteration 15Q: 3 clusters Score -1.534258e+07 nChanged 2376
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49004 members
Mstep: Class 2 contains 54700 members
Entering Unmasked Estep
Score: -15342051.000000 Penalty: 3753.521240
Iteration 16Q: 3 clusters Score -1.534205e+07 nChanged 2070
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48972 members
Mstep: Class 2 contains 54732 members
Entering Unmasked Estep
Score: -15341567.000000 Penalty: 3753.521240
Iteration 17Q: 3 clusters Score -1.534157e+07 nChanged 1860
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49022 members
Mstep: Class 2 contains 54682 members
Entering Unmasked Estep
Score: -15341215.000000 Penalty: 3753.521240
Iteration 18Q: 3 clusters Score -1.534122e+07 nChanged 1613
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49091 members
Mstep: Class 2 contains 54613 members
Entering Unmasked Estep
Score: -15340784.000000 Penalty: 3753.521240
Iteration 19Q: 3 clusters Score -1.534078e+07 nChanged 1303
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49148 members
Mstep: Class 2 contains 54556 members
Entering Unmasked Estep
Score: -15340517.000000 Penalty: 3753.521240
Iteration 20F: 3 clusters Score -1.534052e+07 nChanged 1201
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49187 members
Mstep: Class 2 contains 54517 members
Entering Unmasked Estep
Score: -15340253.000000 Penalty: 3753.521240
Iteration 21Q: 3 clusters Score -1.534025e+07 nChanged 1153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49200 members
Mstep: Class 2 contains 54504 members
Entering Unmasked Estep
Score: -15339947.000000 Penalty: 3753.521240
Iteration 22Q: 3 clusters Score -1.533995e+07 nChanged 1041
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49191 members
Mstep: Class 2 contains 54513 members
Entering Unmasked Estep
Score: -15339860.000000 Penalty: 3753.521240
Iteration 23Q: 3 clusters Score -1.533986e+07 nChanged 951
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49234 members
Mstep: Class 2 contains 54470 members
Entering Unmasked Estep
Score: -15339617.000000 Penalty: 3753.521240
Iteration 24Q: 3 clusters Score -1.533962e+07 nChanged 875
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49293 members
Mstep: Class 2 contains 54411 members
Entering Unmasked Estep
Score: -15339477.000000 Penalty: 3753.521240
Iteration 25Q: 3 clusters Score -1.533948e+07 nChanged 822
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49329 members
Mstep: Class 2 contains 54375 members
Entering Unmasked Estep
Score: -15339345.000000 Penalty: 3753.521240
Iteration 26Q: 3 clusters Score -1.533934e+07 nChanged 785
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49410 members
Mstep: Class 2 contains 54294 members
Entering Unmasked Estep
Score: -15339311.000000 Penalty: 3753.521240
Iteration 27Q: 3 clusters Score -1.533931e+07 nChanged 771
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49535 members
Mstep: Class 2 contains 54169 members
Entering Unmasked Estep
Score: -15339110.000000 Penalty: 3753.521240
Iteration 28Q: 3 clusters Score -1.533911e+07 nChanged 779
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49680 members
Mstep: Class 2 contains 54024 members
Entering Unmasked Estep
Score: -15338957.000000 Penalty: 3753.521240
Iteration 29Q: 3 clusters Score -1.533896e+07 nChanged 758
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49824 members
Mstep: Class 2 contains 53880 members
Entering Unmasked Estep
Score: -15338882.000000 Penalty: 3753.521240
Iteration 30Q: 3 clusters Score -1.533888e+07 nChanged 737
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50033 members
Mstep: Class 2 contains 53671 members
Entering Unmasked Estep
Score: -15338806.000000 Penalty: 3753.521240
Iteration 31Q: 3 clusters Score -1.533881e+07 nChanged 648
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50229 members
Mstep: Class 2 contains 53475 members
Entering Unmasked Estep
Score: -15338672.000000 Penalty: 3753.521240
Iteration 32Q: 3 clusters Score -1.533867e+07 nChanged 630
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50433 members
Mstep: Class 2 contains 53271 members
Entering Unmasked Estep
Score: -15338607.000000 Penalty: 3753.521240
Iteration 33Q: 3 clusters Score -1.533861e+07 nChanged 638
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50639 members
Mstep: Class 2 contains 53065 members
Entering Unmasked Estep
Score: -15338561.000000 Penalty: 3753.521240
Iteration 34Q: 3 clusters Score -1.533856e+07 nChanged 599
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50846 members
Mstep: Class 2 contains 52858 members
Entering Unmasked Estep
Score: -15338664.000000 Penalty: 3753.521240
Iteration 35Q: 3 clusters Score -1.533866e+07 nChanged 572
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51038 members
Mstep: Class 2 contains 52666 members
Entering Unmasked Estep
Score: -15338744.000000 Penalty: 3753.521240
Iteration 36Q: 3 clusters Score -1.533874e+07 nChanged 546
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51222 members
Mstep: Class 2 contains 52482 members
Entering Unmasked Estep
Score: -15339002.000000 Penalty: 3753.521240
Iteration 37Q: 3 clusters Score -1.5339e+07 nChanged 476
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51344 members
Mstep: Class 2 contains 52360 members
Entering Unmasked Estep
Score: -15339093.000000 Penalty: 3753.521240
Iteration 38Q: 3 clusters Score -1.533909e+07 nChanged 433
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51463 members
Mstep: Class 2 contains 52241 members
Entering Unmasked Estep
Score: -15339342.000000 Penalty: 3753.521240
Iteration 39Q: 3 clusters Score -1.533934e+07 nChanged 412
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51601 members
Mstep: Class 2 contains 52103 members
Entering Unmasked Estep
Score: -15339574.000000 Penalty: 3753.521240
Iteration 40F: 3 clusters Score -1.533957e+07 nChanged 432
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51757 members
Mstep: Class 2 contains 51947 members
Entering Unmasked Estep
Score: -15339895.000000 Penalty: 3753.521240
Iteration 41Q: 3 clusters Score -1.53399e+07 nChanged 401
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51960 members
Mstep: Class 2 contains 51744 members
Entering Unmasked Estep
Score: -15340376.000000 Penalty: 3753.521240
Iteration 42Q: 3 clusters Score -1.534038e+07 nChanged 372
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52214 members
Mstep: Class 2 contains 51490 members
Entering Unmasked Estep
Score: -15340820.000000 Penalty: 3753.521240
Iteration 43Q: 3 clusters Score -1.534082e+07 nChanged 412
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52566 members
Mstep: Class 2 contains 51138 members
Entering Unmasked Estep
Score: -15341300.000000 Penalty: 3753.521240
Iteration 44Q: 3 clusters Score -1.53413e+07 nChanged 541
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53069 members
Mstep: Class 2 contains 50635 members
Entering Unmasked Estep
Score: -15341793.000000 Penalty: 3753.521240
Iteration 45Q: 3 clusters Score -1.534179e+07 nChanged 750
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53801 members
Mstep: Class 2 contains 49903 members
Entering Unmasked Estep
Score: -15342645.000000 Penalty: 3753.521240
Iteration 46Q: 3 clusters Score -1.534264e+07 nChanged 1135
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54926 members
Mstep: Class 2 contains 48778 members
Entering Unmasked Estep
Score: -15343703.000000 Penalty: 3753.521240
Iteration 47Q: 3 clusters Score -1.53437e+07 nChanged 1735
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56661 members
Mstep: Class 2 contains 47043 members
Entering Unmasked Estep
Score: -15344701.000000 Penalty: 3753.521240
Iteration 48Q: 3 clusters Score -1.53447e+07 nChanged 2495
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59152 members
Mstep: Class 2 contains 44552 members
Entering Unmasked Estep
Score: -15344535.000000 Penalty: 3753.521240
Iteration 49Q: 3 clusters Score -1.534454e+07 nChanged 3195
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62335 members
Mstep: Class 2 contains 41369 members
Entering Unmasked Estep
Score: -15341805.000000 Penalty: 3753.521240
Iteration 50Q: 3 clusters Score -1.53418e+07 nChanged 3274
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65499 members
Mstep: Class 2 contains 38205 members
Entering Unmasked Estep
Score: -15337279.000000 Penalty: 3753.521240
Iteration 51Q: 3 clusters Score -1.533728e+07 nChanged 2558
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67729 members
Mstep: Class 2 contains 35975 members
Entering Unmasked Estep
Score: -15333346.000000 Penalty: 3753.521240
Iteration 52Q: 3 clusters Score -1.533335e+07 nChanged 1761
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68762 members
Mstep: Class 2 contains 34942 members
Entering Unmasked Estep
Score: -15331679.000000 Penalty: 3753.521240
Iteration 53Q: 3 clusters Score -1.533168e+07 nChanged 1243
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 69031 members
Mstep: Class 2 contains 34673 members
Entering Unmasked Estep
Score: -15331206.000000 Penalty: 3753.521240
Iteration 54Q: 3 clusters Score -1.533121e+07 nChanged 968
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68857 members
Mstep: Class 2 contains 34847 members
Entering Unmasked Estep
Score: -15331492.000000 Penalty: 3753.521240
Iteration 55Q: 3 clusters Score -1.533149e+07 nChanged 813
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68518 members
Mstep: Class 2 contains 35186 members
Entering Unmasked Estep
Score: -15332044.000000 Penalty: 3753.521240
Iteration 56Q: 3 clusters Score -1.533204e+07 nChanged 755
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68055 members
Mstep: Class 2 contains 35649 members
Entering Unmasked Estep
Score: -15332624.000000 Penalty: 3753.521240
Iteration 57Q: 3 clusters Score -1.533262e+07 nChanged 723
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67580 members
Mstep: Class 2 contains 36124 members
Entering Unmasked Estep
Score: -15333502.000000 Penalty: 3753.521240
Iteration 58Q: 3 clusters Score -1.53335e+07 nChanged 695
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67071 members
Mstep: Class 2 contains 36633 members
Entering Unmasked Estep
Score: -15334225.000000 Penalty: 3753.521240
Iteration 59Q: 3 clusters Score -1.533422e+07 nChanged 616
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66607 members
Mstep: Class 2 contains 37097 members
Entering Unmasked Estep
Score: -15335063.000000 Penalty: 3753.521240
Iteration 60F: 3 clusters Score -1.533506e+07 nChanged 660
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66173 members
Mstep: Class 2 contains 37531 members
Entering Unmasked Estep
Score: -15335634.000000 Penalty: 3753.521240
Iteration 61Q: 3 clusters Score -1.533563e+07 nChanged 603
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65756 members
Mstep: Class 2 contains 37948 members
Entering Unmasked Estep
Score: -15336378.000000 Penalty: 3753.521240
Iteration 62Q: 3 clusters Score -1.533638e+07 nChanged 562
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65380 members
Mstep: Class 2 contains 38324 members
Entering Unmasked Estep
Score: -15336974.000000 Penalty: 3753.521240
Iteration 63Q: 3 clusters Score -1.533697e+07 nChanged 538
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65040 members
Mstep: Class 2 contains 38664 members
Entering Unmasked Estep
Score: -15337479.000000 Penalty: 3753.521240
Iteration 64Q: 3 clusters Score -1.533748e+07 nChanged 486
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64706 members
Mstep: Class 2 contains 38998 members
Entering Unmasked Estep
Score: -15338003.000000 Penalty: 3753.521240
Iteration 65Q: 3 clusters Score -1.5338e+07 nChanged 467
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64419 members
Mstep: Class 2 contains 39285 members
Entering Unmasked Estep
Score: -15338422.000000 Penalty: 3753.521240
Iteration 66Q: 3 clusters Score -1.533842e+07 nChanged 477
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64102 members
Mstep: Class 2 contains 39602 members
Entering Unmasked Estep
Score: -15338864.000000 Penalty: 3753.521240
Iteration 67Q: 3 clusters Score -1.533886e+07 nChanged 460
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63814 members
Mstep: Class 2 contains 39890 members
Entering Unmasked Estep
Score: -15339366.000000 Penalty: 3753.521240
Iteration 68Q: 3 clusters Score -1.533937e+07 nChanged 420
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63572 members
Mstep: Class 2 contains 40132 members
Entering Unmasked Estep
Score: -15339663.000000 Penalty: 3753.521240
Iteration 69Q: 3 clusters Score -1.533966e+07 nChanged 404
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63306 members
Mstep: Class 2 contains 40398 members
Entering Unmasked Estep
Score: -15340141.000000 Penalty: 3753.521240
Iteration 70Q: 3 clusters Score -1.534014e+07 nChanged 369
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63087 members
Mstep: Class 2 contains 40617 members
Entering Unmasked Estep
Score: -15340383.000000 Penalty: 3753.521240
Iteration 71Q: 3 clusters Score -1.534038e+07 nChanged 361
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62868 members
Mstep: Class 2 contains 40836 members
Entering Unmasked Estep
Score: -15340661.000000 Penalty: 3753.521240
Iteration 72Q: 3 clusters Score -1.534066e+07 nChanged 330
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62674 members
Mstep: Class 2 contains 41030 members
Entering Unmasked Estep
Score: -15340873.000000 Penalty: 3753.521240
Iteration 73Q: 3 clusters Score -1.534087e+07 nChanged 327
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62497 members
Mstep: Class 2 contains 41207 members
Entering Unmasked Estep
Score: -15341033.000000 Penalty: 3753.521240
Iteration 74Q: 3 clusters Score -1.534103e+07 nChanged 304
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62345 members
Mstep: Class 2 contains 41359 members
Entering Unmasked Estep
Score: -15341196.000000 Penalty: 3753.521240
Iteration 75Q: 3 clusters Score -1.53412e+07 nChanged 281
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62194 members
Mstep: Class 2 contains 41510 members
Entering Unmasked Estep
Score: -15341382.000000 Penalty: 3753.521240
Iteration 76Q: 3 clusters Score -1.534138e+07 nChanged 260
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62042 members
Mstep: Class 2 contains 41662 members
Entering Unmasked Estep
Score: -15341527.000000 Penalty: 3753.521240
Iteration 77Q: 3 clusters Score -1.534153e+07 nChanged 265
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61897 members
Mstep: Class 2 contains 41807 members
Entering Unmasked Estep
Score: -15341676.000000 Penalty: 3753.521240
Iteration 78Q: 3 clusters Score -1.534168e+07 nChanged 232
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61759 members
Mstep: Class 2 contains 41945 members
Entering Unmasked Estep
Score: -15341817.000000 Penalty: 3753.521240
Iteration 79Q: 3 clusters Score -1.534182e+07 nChanged 202
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61667 members
Mstep: Class 2 contains 42037 members
Entering Unmasked Estep
Score: -15341911.000000 Penalty: 3753.521240
Iteration 80F: 3 clusters Score -1.534191e+07 nChanged 159
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61620 members
Mstep: Class 2 contains 42084 members
Entering Unmasked Estep
Score: -15341955.000000 Penalty: 3753.521240
Iteration 81Q: 3 clusters Score -1.534196e+07 nChanged 122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61560 members
Mstep: Class 2 contains 42144 members
Entering Unmasked Estep
Score: -15342054.000000 Penalty: 3753.521240
Iteration 82Q: 3 clusters Score -1.534205e+07 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61516 members
Mstep: Class 2 contains 42188 members
Entering Unmasked Estep
Score: -15342104.000000 Penalty: 3753.521240
Iteration 83Q: 3 clusters Score -1.53421e+07 nChanged 108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61474 members
Mstep: Class 2 contains 42230 members
Entering Unmasked Estep
Score: -15342129.000000 Penalty: 3753.521240
Iteration 84Q: 3 clusters Score -1.534213e+07 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61442 members
Mstep: Class 2 contains 42262 members
Entering Unmasked Estep
Score: -15342141.000000 Penalty: 3753.521240
Iteration 85Q: 3 clusters Score -1.534214e+07 nChanged 88
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61422 members
Mstep: Class 2 contains 42282 members
Entering Unmasked Estep
Score: -15342177.000000 Penalty: 3753.521240
Iteration 86Q: 3 clusters Score -1.534218e+07 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61398 members
Mstep: Class 2 contains 42306 members
Entering Unmasked Estep
Score: -15342210.000000 Penalty: 3753.521240
Iteration 87Q: 3 clusters Score -1.534221e+07 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61385 members
Mstep: Class 2 contains 42319 members
Entering Unmasked Estep
Score: -15342180.000000 Penalty: 3753.521240
Iteration 88Q: 3 clusters Score -1.534218e+07 nChanged 99
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61364 members
Mstep: Class 2 contains 42340 members
Entering Unmasked Estep
Score: -15342248.000000 Penalty: 3753.521240
Iteration 89Q: 3 clusters Score -1.534225e+07 nChanged 97
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61341 members
Mstep: Class 2 contains 42363 members
Entering Unmasked Estep
Score: -15342223.000000 Penalty: 3753.521240
Iteration 90Q: 3 clusters Score -1.534222e+07 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61311 members
Mstep: Class 2 contains 42393 members
Entering Unmasked Estep
Score: -15342253.000000 Penalty: 3753.521240
Iteration 91Q: 3 clusters Score -1.534225e+07 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61301 members
Mstep: Class 2 contains 42403 members
Entering Unmasked Estep
Score: -15342253.000000 Penalty: 3753.521240
Iteration 92Q: 3 clusters Score -1.534225e+07 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61273 members
Mstep: Class 2 contains 42431 members
Entering Unmasked Estep
Score: -15342275.000000 Penalty: 3753.521240
Iteration 93Q: 3 clusters Score -1.534228e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61249 members
Mstep: Class 2 contains 42455 members
Entering Unmasked Estep
Score: -15342298.000000 Penalty: 3753.521240
Iteration 94Q: 3 clusters Score -1.53423e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61244 members
Mstep: Class 2 contains 42460 members
Entering Unmasked Estep
Score: -15342307.000000 Penalty: 3753.521240
Iteration 95Q: 3 clusters Score -1.534231e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61250 members
Mstep: Class 2 contains 42454 members
Entering Unmasked Estep
Score: -15342282.000000 Penalty: 3753.521240
Iteration 96Q: 3 clusters Score -1.534228e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61243 members
Mstep: Class 2 contains 42461 members
Entering Unmasked Estep
Score: -15342265.000000 Penalty: 3753.521240
Iteration 97Q: 3 clusters Score -1.534226e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61226 members
Mstep: Class 2 contains 42478 members
Entering Unmasked Estep
Score: -15342287.000000 Penalty: 3753.521240
Iteration 98Q: 3 clusters Score -1.534229e+07 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61199 members
Mstep: Class 2 contains 42505 members
Entering Unmasked Estep
Score: -15342324.000000 Penalty: 3753.521240
Iteration 99Q: 3 clusters Score -1.534232e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61183 members
Mstep: Class 2 contains 42521 members
Entering Unmasked Estep
Score: -15342345.000000 Penalty: 3753.521240
Iteration 100F: 3 clusters Score -1.534234e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61161 members
Mstep: Class 2 contains 42543 members
Entering Unmasked Estep
Score: -15342379.000000 Penalty: 3753.521240
Iteration 101Q: 3 clusters Score -1.534238e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61149 members
Mstep: Class 2 contains 42555 members
Entering Unmasked Estep
Score: -15342384.000000 Penalty: 3753.521240
Iteration 102Q: 3 clusters Score -1.534238e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61137 members
Mstep: Class 2 contains 42567 members
Entering Unmasked Estep
Score: -15342374.000000 Penalty: 3753.521240
Iteration 103Q: 3 clusters Score -1.534237e+07 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61116 members
Mstep: Class 2 contains 42588 members
Entering Unmasked Estep
Score: -15342406.000000 Penalty: 3753.521240
Iteration 104Q: 3 clusters Score -1.534241e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61106 members
Mstep: Class 2 contains 42598 members
Entering Unmasked Estep
Score: -15342409.000000 Penalty: 3753.521240
Iteration 105Q: 3 clusters Score -1.534241e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61097 members
Mstep: Class 2 contains 42607 members
Entering Unmasked Estep
Score: -15342441.000000 Penalty: 3753.521240
Iteration 106Q: 3 clusters Score -1.534244e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61090 members
Mstep: Class 2 contains 42614 members
Entering Unmasked Estep
Score: -15342455.000000 Penalty: 3753.521240
Iteration 107Q: 3 clusters Score -1.534246e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61082 members
Mstep: Class 2 contains 42622 members
Entering Unmasked Estep
Score: -15342449.000000 Penalty: 3753.521240
Iteration 108Q: 3 clusters Score -1.534245e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61076 members
Mstep: Class 2 contains 42628 members
Entering Unmasked Estep
Score: -15342451.000000 Penalty: 3753.521240
Iteration 109Q: 3 clusters Score -1.534245e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61064 members
Mstep: Class 2 contains 42640 members
Entering Unmasked Estep
Score: -15342447.000000 Penalty: 3753.521240
Iteration 110Q: 3 clusters Score -1.534245e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61049 members
Mstep: Class 2 contains 42655 members
Entering Unmasked Estep
Score: -15342441.000000 Penalty: 3753.521240
Iteration 111Q: 3 clusters Score -1.534244e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61042 members
Mstep: Class 2 contains 42662 members
Entering Unmasked Estep
Score: -15342455.000000 Penalty: 3753.521240
Iteration 112Q: 3 clusters Score -1.534246e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61038 members
Mstep: Class 2 contains 42666 members
Entering Unmasked Estep
Score: -15342435.000000 Penalty: 3753.521240
Iteration 113Q: 3 clusters Score -1.534244e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61031 members
Mstep: Class 2 contains 42673 members
Entering Unmasked Estep
Score: -15342432.000000 Penalty: 3753.521240
Iteration 114Q: 3 clusters Score -1.534243e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61021 members
Mstep: Class 2 contains 42683 members
Entering Unmasked Estep
Score: -15342448.000000 Penalty: 3753.521240
Iteration 115Q: 3 clusters Score -1.534245e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61007 members
Mstep: Class 2 contains 42697 members
Entering Unmasked Estep
Score: -15342466.000000 Penalty: 3753.521240
Iteration 116Q: 3 clusters Score -1.534247e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60990 members
Mstep: Class 2 contains 42714 members
Entering Unmasked Estep
Score: -15342487.000000 Penalty: 3753.521240
Iteration 117Q: 3 clusters Score -1.534249e+07 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60983 members
Mstep: Class 2 contains 42721 members
Entering Unmasked Estep
Score: -15342462.000000 Penalty: 3753.521240
Iteration 118Q: 3 clusters Score -1.534246e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60977 members
Mstep: Class 2 contains 42727 members
Entering Unmasked Estep
Score: -15342494.000000 Penalty: 3753.521240
Iteration 119Q: 3 clusters Score -1.534249e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60972 members
Mstep: Class 2 contains 42732 members
Entering Unmasked Estep
Score: -15342503.000000 Penalty: 3753.521240
Iteration 120F: 3 clusters Score -1.53425e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60969 members
Mstep: Class 2 contains 42735 members
Entering Unmasked Estep
Score: -15342507.000000 Penalty: 3753.521240
Iteration 121Q: 3 clusters Score -1.534251e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60971 members
Mstep: Class 2 contains 42733 members
Entering Unmasked Estep
Score: -15342508.000000 Penalty: 3753.521240
Iteration 122Q: 3 clusters Score -1.534251e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60973 members
Mstep: Class 2 contains 42731 members
Entering Unmasked Estep
Score: -15342497.000000 Penalty: 3753.521240
Iteration 123Q: 3 clusters Score -1.53425e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60976 members
Mstep: Class 2 contains 42728 members
Entering Unmasked Estep
Score: -15342497.000000 Penalty: 3753.521240
Iteration 124Q: 3 clusters Score -1.53425e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60974 members
Mstep: Class 2 contains 42730 members
Entering Unmasked Estep
Score: -15342501.000000 Penalty: 3753.521240
Iteration 125Q: 3 clusters Score -1.53425e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60976 members
Mstep: Class 2 contains 42728 members
Entering Unmasked Estep
Score: -15342482.000000 Penalty: 3753.521240
Iteration 126Q: 3 clusters Score -1.534248e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60975 members
Mstep: Class 2 contains 42729 members
Entering Unmasked Estep
Score: -15342491.000000 Penalty: 3753.521240
Iteration 127Q: 3 clusters Score -1.534249e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60973 members
Mstep: Class 2 contains 42731 members
Entering Unmasked Estep
Score: -15342505.000000 Penalty: 3753.521240
Iteration 128Q: 3 clusters Score -1.53425e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60978 members
Mstep: Class 2 contains 42726 members
Entering Unmasked Estep
Score: -15342498.000000 Penalty: 3753.521240
Iteration 129Q: 3 clusters Score -1.53425e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60982 members
Mstep: Class 2 contains 42722 members
Entering Unmasked Estep
Score: -15342498.000000 Penalty: 3753.521240
Iteration 130Q: 3 clusters Score -1.53425e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60981 members
Mstep: Class 2 contains 42723 members
Entering Unmasked Estep
Score: -15342507.000000 Penalty: 3753.521240
Iteration 131Q: 3 clusters Score -1.534251e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60980 members
Mstep: Class 2 contains 42724 members
Entering Unmasked Estep
Score: -15342506.000000 Penalty: 3753.521240
Iteration 132Q: 3 clusters Score -1.534251e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60979 members
Mstep: Class 2 contains 42725 members
Entering Unmasked Estep
Score: -15342513.000000 Penalty: 3753.521240
Iteration 133Q: 3 clusters Score -1.534251e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60979 members
Mstep: Class 2 contains 42725 members
Entering Unmasked Estep
Score: -15342513.000000 Penalty: 3753.521240
Iteration 134F: 3 clusters Score -1.534251e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 6315 members
Mstep: Class 2 contains 72161 members
Mstep: Class 3 contains 999 members
Mstep: Class 4 contains 39328 members
Mstep: Class 5 contains 31667 members
Mstep: Class 6 contains 57179 members
Mstep: Class 7 contains 4546 members
Mstep: Class 8 contains 64647 members
Mstep: Class 9 contains 60979 members
Mstep: Class 10 contains 114999 members
Mstep: Class 11 contains 114171 members
Mstep: Class 12 contains 119799 members
Mstep: Class 13 contains 128232 members
Mstep: Class 14 contains 62928 members
Mstep: Class 15 contains 121427 members
Mstep: Class 16 contains 113386 members
Mstep: Class 17 contains 81844 members
Mstep: Class 18 contains 116355 members
Mstep: Class 19 contains 116441 members
Mstep: Class 20 contains 75801 members
Mstep: Class 21 contains 74075 members
Mstep: Class 22 contains 1756 members
Mstep: Class 23 contains 20795 members
Mstep: Class 24 contains 58736 members
Mstep: Class 25 contains 56826 members
Mstep: Class 26 contains 2732 members
Mstep: Class 27 contains 52784 members
Mstep: Class 28 contains 42725 members
Entering Unmasked Estep
Score: -259377296.000000 Penalty: 65569.593750
Splitting cluster 9 changes total score from -259089056.000000 to -259377296.000000
So it's getting split into cluster 28.
Entering ConstructFrom:
Trying to split cluster 10 (114999 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 114999 members
Entering Unmasked Estep
Score: -16877398.000000 Penalty: 1893.560303
Iteration 0F: 2 clusters Score -1.68774e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57283 members
Mstep: Class 2 contains 57716 members
Entering Unmasked Estep
Score: -16872478.000000 Penalty: 3787.120605
Iteration 0F: 3 clusters Score -1.687248e+07 nChanged 54974
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56599 members
Mstep: Class 2 contains 58400 members
Entering Unmasked Estep
Score: -16906178.000000 Penalty: 3787.120605
Iteration 1F: 3 clusters Score -1.690618e+07 nChanged 7479
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60032 members
Mstep: Class 2 contains 54967 members
Entering Unmasked Estep
Score: -16908934.000000 Penalty: 3787.120605
Iteration 2F: 3 clusters Score -1.690893e+07 nChanged 10250
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60922 members
Mstep: Class 2 contains 54077 members
Entering Unmasked Estep
Score: -16913302.000000 Penalty: 3787.120605
Iteration 3F: 3 clusters Score -1.69133e+07 nChanged 10478
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59230 members
Mstep: Class 2 contains 55769 members
Entering Unmasked Estep
Score: -16920092.000000 Penalty: 3787.120605
Iteration 4F: 3 clusters Score -1.692009e+07 nChanged 9501
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57891 members
Mstep: Class 2 contains 57108 members
Entering Unmasked Estep
Score: -16926910.000000 Penalty: 3787.120605
Iteration 5F: 3 clusters Score -1.692691e+07 nChanged 8376
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57911 members
Mstep: Class 2 contains 57088 members
Entering Unmasked Estep
Score: -16931744.000000 Penalty: 3787.120605
Iteration 6F: 3 clusters Score -1.693174e+07 nChanged 6062
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58527 members
Mstep: Class 2 contains 56472 members
Entering Unmasked Estep
Score: -16934044.000000 Penalty: 3787.120605
Iteration 7F: 3 clusters Score -1.693404e+07 nChanged 3935
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58904 members
Mstep: Class 2 contains 56095 members
Entering Unmasked Estep
Score: -16934970.000000 Penalty: 3787.120605
Iteration 8Q: 3 clusters Score -1.693497e+07 nChanged 2859
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59047 members
Mstep: Class 2 contains 55952 members
Entering Unmasked Estep
Score: -16935736.000000 Penalty: 3787.120605
Iteration 9Q: 3 clusters Score -1.693574e+07 nChanged 2678
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58997 members
Mstep: Class 2 contains 56002 members
Entering Unmasked Estep
Score: -16936464.000000 Penalty: 3787.120605
Iteration 10Q: 3 clusters Score -1.693646e+07 nChanged 2586
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58869 members
Mstep: Class 2 contains 56130 members
Entering Unmasked Estep
Score: -16937308.000000 Penalty: 3787.120605
Iteration 11Q: 3 clusters Score -1.693731e+07 nChanged 2412
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58685 members
Mstep: Class 2 contains 56314 members
Entering Unmasked Estep
Score: -16937978.000000 Penalty: 3787.120605
Iteration 12Q: 3 clusters Score -1.693798e+07 nChanged 2304
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58455 members
Mstep: Class 2 contains 56544 members
Entering Unmasked Estep
Score: -16938552.000000 Penalty: 3787.120605
Iteration 13Q: 3 clusters Score -1.693855e+07 nChanged 2132
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58259 members
Mstep: Class 2 contains 56740 members
Entering Unmasked Estep
Score: -16938902.000000 Penalty: 3787.120605
Iteration 14Q: 3 clusters Score -1.69389e+07 nChanged 1986
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58139 members
Mstep: Class 2 contains 56860 members
Entering Unmasked Estep
Score: -16939214.000000 Penalty: 3787.120605
Iteration 15Q: 3 clusters Score -1.693921e+07 nChanged 1792
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58047 members
Mstep: Class 2 contains 56952 members
Entering Unmasked Estep
Score: -16939456.000000 Penalty: 3787.120605
Iteration 16Q: 3 clusters Score -1.693946e+07 nChanged 1565
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57914 members
Mstep: Class 2 contains 57085 members
Entering Unmasked Estep
Score: -16939754.000000 Penalty: 3787.120605
Iteration 17Q: 3 clusters Score -1.693975e+07 nChanged 1373
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57861 members
Mstep: Class 2 contains 57138 members
Entering Unmasked Estep
Score: -16939918.000000 Penalty: 3787.120605
Iteration 18Q: 3 clusters Score -1.693992e+07 nChanged 1195
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57832 members
Mstep: Class 2 contains 57167 members
Entering Unmasked Estep
Score: -16940030.000000 Penalty: 3787.120605
Iteration 19Q: 3 clusters Score -1.694003e+07 nChanged 1004
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57802 members
Mstep: Class 2 contains 57197 members
Entering Unmasked Estep
Score: -16940052.000000 Penalty: 3787.120605
Iteration 20F: 3 clusters Score -1.694005e+07 nChanged 835
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57753 members
Mstep: Class 2 contains 57246 members
Entering Unmasked Estep
Score: -16940042.000000 Penalty: 3787.120605
Iteration 21Q: 3 clusters Score -1.694004e+07 nChanged 751
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57770 members
Mstep: Class 2 contains 57229 members
Entering Unmasked Estep
Score: -16940048.000000 Penalty: 3787.120605
Iteration 22Q: 3 clusters Score -1.694005e+07 nChanged 652
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57736 members
Mstep: Class 2 contains 57263 members
Entering Unmasked Estep
Score: -16940058.000000 Penalty: 3787.120605
Iteration 23Q: 3 clusters Score -1.694006e+07 nChanged 618
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57724 members
Mstep: Class 2 contains 57275 members
Entering Unmasked Estep
Score: -16940124.000000 Penalty: 3787.120605
Iteration 24Q: 3 clusters Score -1.694012e+07 nChanged 523
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57681 members
Mstep: Class 2 contains 57318 members
Entering Unmasked Estep
Score: -16940166.000000 Penalty: 3787.120605
Iteration 25Q: 3 clusters Score -1.694017e+07 nChanged 454
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57655 members
Mstep: Class 2 contains 57344 members
Entering Unmasked Estep
Score: -16940114.000000 Penalty: 3787.120605
Iteration 26Q: 3 clusters Score -1.694011e+07 nChanged 416
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57595 members
Mstep: Class 2 contains 57404 members
Entering Unmasked Estep
Score: -16940094.000000 Penalty: 3787.120605
Iteration 27Q: 3 clusters Score -1.694009e+07 nChanged 350
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57577 members
Mstep: Class 2 contains 57422 members
Entering Unmasked Estep
Score: -16940124.000000 Penalty: 3787.120605
Iteration 28Q: 3 clusters Score -1.694012e+07 nChanged 315
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57586 members
Mstep: Class 2 contains 57413 members
Entering Unmasked Estep
Score: -16940138.000000 Penalty: 3787.120605
Iteration 29Q: 3 clusters Score -1.694014e+07 nChanged 278
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57564 members
Mstep: Class 2 contains 57435 members
Entering Unmasked Estep
Score: -16940142.000000 Penalty: 3787.120605
Iteration 30Q: 3 clusters Score -1.694014e+07 nChanged 241
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57543 members
Mstep: Class 2 contains 57456 members
Entering Unmasked Estep
Score: -16940152.000000 Penalty: 3787.120605
Iteration 31Q: 3 clusters Score -1.694015e+07 nChanged 219
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57498 members
Mstep: Class 2 contains 57501 members
Entering Unmasked Estep
Score: -16940120.000000 Penalty: 3787.120605
Iteration 32Q: 3 clusters Score -1.694012e+07 nChanged 205
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57455 members
Mstep: Class 2 contains 57544 members
Entering Unmasked Estep
Score: -16940078.000000 Penalty: 3787.120605
Iteration 33Q: 3 clusters Score -1.694008e+07 nChanged 212
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57413 members
Mstep: Class 2 contains 57586 members
Entering Unmasked Estep
Score: -16940098.000000 Penalty: 3787.120605
Iteration 34Q: 3 clusters Score -1.69401e+07 nChanged 190
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57341 members
Mstep: Class 2 contains 57658 members
Entering Unmasked Estep
Score: -16940036.000000 Penalty: 3787.120605
Iteration 35Q: 3 clusters Score -1.694004e+07 nChanged 213
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57248 members
Mstep: Class 2 contains 57751 members
Entering Unmasked Estep
Score: -16940024.000000 Penalty: 3787.120605
Iteration 36Q: 3 clusters Score -1.694002e+07 nChanged 226
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57200 members
Mstep: Class 2 contains 57799 members
Entering Unmasked Estep
Score: -16939978.000000 Penalty: 3787.120605
Iteration 37Q: 3 clusters Score -1.693998e+07 nChanged 196
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57158 members
Mstep: Class 2 contains 57841 members
Entering Unmasked Estep
Score: -16939944.000000 Penalty: 3787.120605
Iteration 38Q: 3 clusters Score -1.693994e+07 nChanged 160
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57158 members
Mstep: Class 2 contains 57841 members
Entering Unmasked Estep
Score: -16939952.000000 Penalty: 3787.120605
Iteration 39Q: 3 clusters Score -1.693995e+07 nChanged 134
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57180 members
Mstep: Class 2 contains 57819 members
Entering Unmasked Estep
Score: -16939958.000000 Penalty: 3787.120605
Iteration 40F: 3 clusters Score -1.693996e+07 nChanged 104
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57200 members
Mstep: Class 2 contains 57799 members
Entering Unmasked Estep
Score: -16939968.000000 Penalty: 3787.120605
Iteration 41Q: 3 clusters Score -1.693997e+07 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57228 members
Mstep: Class 2 contains 57771 members
Entering Unmasked Estep
Score: -16940022.000000 Penalty: 3787.120605
Iteration 42Q: 3 clusters Score -1.694002e+07 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57246 members
Mstep: Class 2 contains 57753 members
Entering Unmasked Estep
Score: -16940042.000000 Penalty: 3787.120605
Iteration 43Q: 3 clusters Score -1.694004e+07 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57278 members
Mstep: Class 2 contains 57721 members
Entering Unmasked Estep
Score: -16940040.000000 Penalty: 3787.120605
Iteration 44Q: 3 clusters Score -1.694004e+07 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57297 members
Mstep: Class 2 contains 57702 members
Entering Unmasked Estep
Score: -16940042.000000 Penalty: 3787.120605
Iteration 45Q: 3 clusters Score -1.694004e+07 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57327 members
Mstep: Class 2 contains 57672 members
Entering Unmasked Estep
Score: -16940040.000000 Penalty: 3787.120605
Iteration 46Q: 3 clusters Score -1.694004e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57345 members
Mstep: Class 2 contains 57654 members
Entering Unmasked Estep
Score: -16940036.000000 Penalty: 3787.120605
Iteration 47Q: 3 clusters Score -1.694004e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57359 members
Mstep: Class 2 contains 57640 members
Entering Unmasked Estep
Score: -16940052.000000 Penalty: 3787.120605
Iteration 48Q: 3 clusters Score -1.694005e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57358 members
Mstep: Class 2 contains 57641 members
Entering Unmasked Estep
Score: -16940038.000000 Penalty: 3787.120605
Iteration 49Q: 3 clusters Score -1.694004e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57357 members
Mstep: Class 2 contains 57642 members
Entering Unmasked Estep
Score: -16940060.000000 Penalty: 3787.120605
Iteration 50Q: 3 clusters Score -1.694006e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57354 members
Mstep: Class 2 contains 57645 members
Entering Unmasked Estep
Score: -16940060.000000 Penalty: 3787.120605
Iteration 51Q: 3 clusters Score -1.694006e+07 nChanged 50
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57348 members
Mstep: Class 2 contains 57651 members
Entering Unmasked Estep
Score: -16940050.000000 Penalty: 3787.120605
Iteration 52Q: 3 clusters Score -1.694005e+07 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57341 members
Mstep: Class 2 contains 57658 members
Entering Unmasked Estep
Score: -16940066.000000 Penalty: 3787.120605
Iteration 53Q: 3 clusters Score -1.694007e+07 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57329 members
Mstep: Class 2 contains 57670 members
Entering Unmasked Estep
Score: -16940080.000000 Penalty: 3787.120605
Iteration 54Q: 3 clusters Score -1.694008e+07 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57322 members
Mstep: Class 2 contains 57677 members
Entering Unmasked Estep
Score: -16940070.000000 Penalty: 3787.120605
Iteration 55Q: 3 clusters Score -1.694007e+07 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57316 members
Mstep: Class 2 contains 57683 members
Entering Unmasked Estep
Score: -16940060.000000 Penalty: 3787.120605
Iteration 56Q: 3 clusters Score -1.694006e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57308 members
Mstep: Class 2 contains 57691 members
Entering Unmasked Estep
Score: -16940066.000000 Penalty: 3787.120605
Iteration 57Q: 3 clusters Score -1.694007e+07 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57305 members
Mstep: Class 2 contains 57694 members
Entering Unmasked Estep
Score: -16940050.000000 Penalty: 3787.120605
Iteration 58Q: 3 clusters Score -1.694005e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57300 members
Mstep: Class 2 contains 57699 members
Entering Unmasked Estep
Score: -16940046.000000 Penalty: 3787.120605
Iteration 59Q: 3 clusters Score -1.694005e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57300 members
Mstep: Class 2 contains 57699 members
Entering Unmasked Estep
Score: -16940056.000000 Penalty: 3787.120605
Iteration 60F: 3 clusters Score -1.694006e+07 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57297 members
Mstep: Class 2 contains 57702 members
Entering Unmasked Estep
Score: -16940058.000000 Penalty: 3787.120605
Iteration 61Q: 3 clusters Score -1.694006e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57293 members
Mstep: Class 2 contains 57706 members
Entering Unmasked Estep
Score: -16940022.000000 Penalty: 3787.120605
Iteration 62Q: 3 clusters Score -1.694002e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57272 members
Mstep: Class 2 contains 57727 members
Entering Unmasked Estep
Score: -16940038.000000 Penalty: 3787.120605
Iteration 63Q: 3 clusters Score -1.694004e+07 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57257 members
Mstep: Class 2 contains 57742 members
Entering Unmasked Estep
Score: -16940036.000000 Penalty: 3787.120605
Iteration 64Q: 3 clusters Score -1.694004e+07 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57242 members
Mstep: Class 2 contains 57757 members
Entering Unmasked Estep
Score: -16940016.000000 Penalty: 3787.120605
Iteration 65Q: 3 clusters Score -1.694002e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57229 members
Mstep: Class 2 contains 57770 members
Entering Unmasked Estep
Score: -16940012.000000 Penalty: 3787.120605
Iteration 66Q: 3 clusters Score -1.694001e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57221 members
Mstep: Class 2 contains 57778 members
Entering Unmasked Estep
Score: -16940022.000000 Penalty: 3787.120605
Iteration 67Q: 3 clusters Score -1.694002e+07 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57218 members
Mstep: Class 2 contains 57781 members
Entering Unmasked Estep
Score: -16940034.000000 Penalty: 3787.120605
Iteration 68Q: 3 clusters Score -1.694003e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57220 members
Mstep: Class 2 contains 57779 members
Entering Unmasked Estep
Score: -16940032.000000 Penalty: 3787.120605
Iteration 69Q: 3 clusters Score -1.694003e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57219 members
Mstep: Class 2 contains 57780 members
Entering Unmasked Estep
Score: -16940024.000000 Penalty: 3787.120605
Iteration 70Q: 3 clusters Score -1.694002e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57213 members
Mstep: Class 2 contains 57786 members
Entering Unmasked Estep
Score: -16940046.000000 Penalty: 3787.120605
Iteration 71Q: 3 clusters Score -1.694005e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57221 members
Mstep: Class 2 contains 57778 members
Entering Unmasked Estep
Score: -16940018.000000 Penalty: 3787.120605
Iteration 72Q: 3 clusters Score -1.694002e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57229 members
Mstep: Class 2 contains 57770 members
Entering Unmasked Estep
Score: -16940026.000000 Penalty: 3787.120605
Iteration 73Q: 3 clusters Score -1.694003e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57239 members
Mstep: Class 2 contains 57760 members
Entering Unmasked Estep
Score: -16940010.000000 Penalty: 3787.120605
Iteration 74Q: 3 clusters Score -1.694001e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57247 members
Mstep: Class 2 contains 57752 members
Entering Unmasked Estep
Score: -16940014.000000 Penalty: 3787.120605
Iteration 75Q: 3 clusters Score -1.694001e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57257 members
Mstep: Class 2 contains 57742 members
Entering Unmasked Estep
Score: -16940022.000000 Penalty: 3787.120605
Iteration 76Q: 3 clusters Score -1.694002e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57258 members
Mstep: Class 2 contains 57741 members
Entering Unmasked Estep
Score: -16939998.000000 Penalty: 3787.120605
Iteration 77Q: 3 clusters Score -1.694e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57260 members
Mstep: Class 2 contains 57739 members
Entering Unmasked Estep
Score: -16940000.000000 Penalty: 3787.120605
Iteration 78Q: 3 clusters Score -1.694e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57268 members
Mstep: Class 2 contains 57731 members
Entering Unmasked Estep
Score: -16940014.000000 Penalty: 3787.120605
Iteration 79Q: 3 clusters Score -1.694001e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57272 members
Mstep: Class 2 contains 57727 members
Entering Unmasked Estep
Score: -16940010.000000 Penalty: 3787.120605
Iteration 80F: 3 clusters Score -1.694001e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57277 members
Mstep: Class 2 contains 57722 members
Entering Unmasked Estep
Score: -16940008.000000 Penalty: 3787.120605
Iteration 81Q: 3 clusters Score -1.694001e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57280 members
Mstep: Class 2 contains 57719 members
Entering Unmasked Estep
Score: -16940020.000000 Penalty: 3787.120605
Iteration 82Q: 3 clusters Score -1.694002e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57269 members
Mstep: Class 2 contains 57730 members
Entering Unmasked Estep
Score: -16940024.000000 Penalty: 3787.120605
Iteration 83Q: 3 clusters Score -1.694002e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57257 members
Mstep: Class 2 contains 57742 members
Entering Unmasked Estep
Score: -16940038.000000 Penalty: 3787.120605
Iteration 84Q: 3 clusters Score -1.694004e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57250 members
Mstep: Class 2 contains 57749 members
Entering Unmasked Estep
Score: -16940032.000000 Penalty: 3787.120605
Iteration 85Q: 3 clusters Score -1.694003e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57236 members
Mstep: Class 2 contains 57763 members
Entering Unmasked Estep
Score: -16940002.000000 Penalty: 3787.120605
Iteration 86Q: 3 clusters Score -1.694e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57218 members
Mstep: Class 2 contains 57781 members
Entering Unmasked Estep
Score: -16939980.000000 Penalty: 3787.120605
Iteration 87Q: 3 clusters Score -1.693998e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57207 members
Mstep: Class 2 contains 57792 members
Entering Unmasked Estep
Score: -16939952.000000 Penalty: 3787.120605
Iteration 88Q: 3 clusters Score -1.693995e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57205 members
Mstep: Class 2 contains 57794 members
Entering Unmasked Estep
Score: -16939936.000000 Penalty: 3787.120605
Iteration 89Q: 3 clusters Score -1.693994e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57199 members
Mstep: Class 2 contains 57800 members
Entering Unmasked Estep
Score: -16939932.000000 Penalty: 3787.120605
Iteration 90Q: 3 clusters Score -1.693993e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57195 members
Mstep: Class 2 contains 57804 members
Entering Unmasked Estep
Score: -16939946.000000 Penalty: 3787.120605
Iteration 91Q: 3 clusters Score -1.693995e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57198 members
Mstep: Class 2 contains 57801 members
Entering Unmasked Estep
Score: -16939940.000000 Penalty: 3787.120605
Iteration 92Q: 3 clusters Score -1.693994e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57206 members
Mstep: Class 2 contains 57793 members
Entering Unmasked Estep
Score: -16939952.000000 Penalty: 3787.120605
Iteration 93Q: 3 clusters Score -1.693995e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57204 members
Mstep: Class 2 contains 57795 members
Entering Unmasked Estep
Score: -16939954.000000 Penalty: 3787.120605
Iteration 94Q: 3 clusters Score -1.693995e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57198 members
Mstep: Class 2 contains 57801 members
Entering Unmasked Estep
Score: -16939946.000000 Penalty: 3787.120605
Iteration 95Q: 3 clusters Score -1.693995e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57195 members
Mstep: Class 2 contains 57804 members
Entering Unmasked Estep
Score: -16939954.000000 Penalty: 3787.120605
Iteration 96Q: 3 clusters Score -1.693995e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57196 members
Mstep: Class 2 contains 57803 members
Entering Unmasked Estep
Score: -16939954.000000 Penalty: 3787.120605
Iteration 97Q: 3 clusters Score -1.693995e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57196 members
Mstep: Class 2 contains 57803 members
Entering Unmasked Estep
Score: -16939956.000000 Penalty: 3787.120605
Iteration 98Q: 3 clusters Score -1.693996e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57194 members
Mstep: Class 2 contains 57805 members
Entering Unmasked Estep
Score: -16939970.000000 Penalty: 3787.120605
Iteration 99Q: 3 clusters Score -1.693997e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57194 members
Mstep: Class 2 contains 57805 members
Entering Unmasked Estep
Score: -16939964.000000 Penalty: 3787.120605
Iteration 100F: 3 clusters Score -1.693996e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57195 members
Mstep: Class 2 contains 57804 members
Entering Unmasked Estep
Score: -16939960.000000 Penalty: 3787.120605
Iteration 101Q: 3 clusters Score -1.693996e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57196 members
Mstep: Class 2 contains 57803 members
Entering Unmasked Estep
Score: -16939958.000000 Penalty: 3787.120605
Iteration 102Q: 3 clusters Score -1.693996e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57197 members
Mstep: Class 2 contains 57802 members
Entering Unmasked Estep
Score: -16939976.000000 Penalty: 3787.120605
Iteration 103Q: 3 clusters Score -1.693998e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57197 members
Mstep: Class 2 contains 57802 members
Entering Unmasked Estep
Score: -16939976.000000 Penalty: 3787.120605
Iteration 104F: 3 clusters Score -1.693998e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 6315 members
Mstep: Class 2 contains 72161 members
Mstep: Class 3 contains 999 members
Mstep: Class 4 contains 39328 members
Mstep: Class 5 contains 31667 members
Mstep: Class 6 contains 57179 members
Mstep: Class 7 contains 4546 members
Mstep: Class 8 contains 64647 members
Mstep: Class 9 contains 60979 members
Mstep: Class 10 contains 57197 members
Mstep: Class 11 contains 114171 members
Mstep: Class 12 contains 119799 members
Mstep: Class 13 contains 128232 members
Mstep: Class 14 contains 62928 members
Mstep: Class 15 contains 121427 members
Mstep: Class 16 contains 113386 members
Mstep: Class 17 contains 81844 members
Mstep: Class 18 contains 116355 members
Mstep: Class 19 contains 116441 members
Mstep: Class 20 contains 75801 members
Mstep: Class 21 contains 74075 members
Mstep: Class 22 contains 1756 members
Mstep: Class 23 contains 20795 members
Mstep: Class 24 contains 58736 members
Mstep: Class 25 contains 56826 members
Mstep: Class 26 contains 2732 members
Mstep: Class 27 contains 52784 members
Mstep: Class 28 contains 42725 members
Mstep: Class 29 contains 57802 members
Entering Unmasked Estep
Score: -259413632.000000 Penalty: 67911.359375
Splitting cluster 10 changes total score from -259089056.000000 to -259413632.000000
So it's getting split into cluster 29.
Entering ConstructFrom:
Trying to split cluster 11 (114171 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 114171 members
Entering Unmasked Estep
Score: -16897940.000000 Penalty: 1892.385986
Iteration 0F: 2 clusters Score -1.689794e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56798 members
Mstep: Class 2 contains 57373 members
Entering Unmasked Estep
Score: -16927276.000000 Penalty: 3784.771973
Iteration 0F: 3 clusters Score -1.692728e+07 nChanged 54876
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48010 members
Mstep: Class 2 contains 66161 members
Entering Unmasked Estep
Score: -16956038.000000 Penalty: 3784.771973
Iteration 1F: 3 clusters Score -1.695604e+07 nChanged 12365
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47353 members
Mstep: Class 2 contains 66818 members
Entering Unmasked Estep
Score: -16955970.000000 Penalty: 3784.771973
Iteration 2F: 3 clusters Score -1.695597e+07 nChanged 10768
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48549 members
Mstep: Class 2 contains 65622 members
Entering Unmasked Estep
Score: -16960826.000000 Penalty: 3784.771973
Iteration 3F: 3 clusters Score -1.696083e+07 nChanged 8140
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48845 members
Mstep: Class 2 contains 65326 members
Entering Unmasked Estep
Score: -16962362.000000 Penalty: 3784.771973
Iteration 4F: 3 clusters Score -1.696236e+07 nChanged 4404
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48697 members
Mstep: Class 2 contains 65474 members
Entering Unmasked Estep
Score: -16961956.000000 Penalty: 3784.771973
Iteration 5Q: 3 clusters Score -1.696196e+07 nChanged 2155
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48510 members
Mstep: Class 2 contains 65661 members
Entering Unmasked Estep
Score: -16961476.000000 Penalty: 3784.771973
Iteration 6Q: 3 clusters Score -1.696148e+07 nChanged 1435
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48325 members
Mstep: Class 2 contains 65846 members
Entering Unmasked Estep
Score: -16961066.000000 Penalty: 3784.771973
Iteration 7Q: 3 clusters Score -1.696107e+07 nChanged 1253
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48128 members
Mstep: Class 2 contains 66043 members
Entering Unmasked Estep
Score: -16960738.000000 Penalty: 3784.771973
Iteration 8Q: 3 clusters Score -1.696074e+07 nChanged 1214
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47898 members
Mstep: Class 2 contains 66273 members
Entering Unmasked Estep
Score: -16960194.000000 Penalty: 3784.771973
Iteration 9Q: 3 clusters Score -1.696019e+07 nChanged 1210
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47656 members
Mstep: Class 2 contains 66515 members
Entering Unmasked Estep
Score: -16959612.000000 Penalty: 3784.771973
Iteration 10Q: 3 clusters Score -1.695961e+07 nChanged 1229
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47445 members
Mstep: Class 2 contains 66726 members
Entering Unmasked Estep
Score: -16959264.000000 Penalty: 3784.771973
Iteration 11Q: 3 clusters Score -1.695926e+07 nChanged 1239
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47258 members
Mstep: Class 2 contains 66913 members
Entering Unmasked Estep
Score: -16958900.000000 Penalty: 3784.771973
Iteration 12Q: 3 clusters Score -1.69589e+07 nChanged 1232
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47048 members
Mstep: Class 2 contains 67123 members
Entering Unmasked Estep
Score: -16958644.000000 Penalty: 3784.771973
Iteration 13Q: 3 clusters Score -1.695864e+07 nChanged 1192
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46852 members
Mstep: Class 2 contains 67319 members
Entering Unmasked Estep
Score: -16958362.000000 Penalty: 3784.771973
Iteration 14Q: 3 clusters Score -1.695836e+07 nChanged 1187
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46677 members
Mstep: Class 2 contains 67494 members
Entering Unmasked Estep
Score: -16958184.000000 Penalty: 3784.771973
Iteration 15Q: 3 clusters Score -1.695818e+07 nChanged 1117
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46488 members
Mstep: Class 2 contains 67683 members
Entering Unmasked Estep
Score: -16957914.000000 Penalty: 3784.771973
Iteration 16Q: 3 clusters Score -1.695791e+07 nChanged 1110
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46244 members
Mstep: Class 2 contains 67927 members
Entering Unmasked Estep
Score: -16957614.000000 Penalty: 3784.771973
Iteration 17Q: 3 clusters Score -1.695761e+07 nChanged 1084
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46044 members
Mstep: Class 2 contains 68127 members
Entering Unmasked Estep
Score: -16957276.000000 Penalty: 3784.771973
Iteration 18Q: 3 clusters Score -1.695728e+07 nChanged 1025
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45857 members
Mstep: Class 2 contains 68314 members
Entering Unmasked Estep
Score: -16957008.000000 Penalty: 3784.771973
Iteration 19Q: 3 clusters Score -1.695701e+07 nChanged 1040
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45663 members
Mstep: Class 2 contains 68508 members
Entering Unmasked Estep
Score: -16956616.000000 Penalty: 3784.771973
Iteration 20F: 3 clusters Score -1.695662e+07 nChanged 1016
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45471 members
Mstep: Class 2 contains 68700 members
Entering Unmasked Estep
Score: -16956378.000000 Penalty: 3784.771973
Iteration 21Q: 3 clusters Score -1.695638e+07 nChanged 902
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45337 members
Mstep: Class 2 contains 68834 members
Entering Unmasked Estep
Score: -16956090.000000 Penalty: 3784.771973
Iteration 22Q: 3 clusters Score -1.695609e+07 nChanged 876
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45213 members
Mstep: Class 2 contains 68958 members
Entering Unmasked Estep
Score: -16955980.000000 Penalty: 3784.771973
Iteration 23Q: 3 clusters Score -1.695598e+07 nChanged 830
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45095 members
Mstep: Class 2 contains 69076 members
Entering Unmasked Estep
Score: -16955948.000000 Penalty: 3784.771973
Iteration 24Q: 3 clusters Score -1.695595e+07 nChanged 825
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44942 members
Mstep: Class 2 contains 69229 members
Entering Unmasked Estep
Score: -16955662.000000 Penalty: 3784.771973
Iteration 25Q: 3 clusters Score -1.695566e+07 nChanged 808
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44780 members
Mstep: Class 2 contains 69391 members
Entering Unmasked Estep
Score: -16955456.000000 Penalty: 3784.771973
Iteration 26Q: 3 clusters Score -1.695546e+07 nChanged 773
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44613 members
Mstep: Class 2 contains 69558 members
Entering Unmasked Estep
Score: -16955148.000000 Penalty: 3784.771973
Iteration 27Q: 3 clusters Score -1.695515e+07 nChanged 772
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44459 members
Mstep: Class 2 contains 69712 members
Entering Unmasked Estep
Score: -16954938.000000 Penalty: 3784.771973
Iteration 28Q: 3 clusters Score -1.695494e+07 nChanged 750
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44311 members
Mstep: Class 2 contains 69860 members
Entering Unmasked Estep
Score: -16954684.000000 Penalty: 3784.771973
Iteration 29Q: 3 clusters Score -1.695468e+07 nChanged 678
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44223 members
Mstep: Class 2 contains 69948 members
Entering Unmasked Estep
Score: -16954650.000000 Penalty: 3784.771973
Iteration 30Q: 3 clusters Score -1.695465e+07 nChanged 677
Entering Unmasked Mstep
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Mstep: Class 1 contains 44116 members
Mstep: Class 2 contains 70055 members
Entering Unmasked Estep
Score: -16954594.000000 Penalty: 3784.771973
Iteration 31Q: 3 clusters Score -1.695459e+07 nChanged 650
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44050 members
Mstep: Class 2 contains 70121 members
Entering Unmasked Estep
Score: -16954596.000000 Penalty: 3784.771973
Iteration 32Q: 3 clusters Score -1.69546e+07 nChanged 639
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43969 members
Mstep: Class 2 contains 70202 members
Entering Unmasked Estep
Score: -16954528.000000 Penalty: 3784.771973
Iteration 33Q: 3 clusters Score -1.695453e+07 nChanged 556
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43939 members
Mstep: Class 2 contains 70232 members
Entering Unmasked Estep
Score: -16954508.000000 Penalty: 3784.771973
Iteration 34Q: 3 clusters Score -1.695451e+07 nChanged 494
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43941 members
Mstep: Class 2 contains 70230 members
Entering Unmasked Estep
Score: -16954558.000000 Penalty: 3784.771973
Iteration 35Q: 3 clusters Score -1.695456e+07 nChanged 488
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43929 members
Mstep: Class 2 contains 70242 members
Entering Unmasked Estep
Score: -16954588.000000 Penalty: 3784.771973
Iteration 36Q: 3 clusters Score -1.695459e+07 nChanged 480
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43893 members
Mstep: Class 2 contains 70278 members
Entering Unmasked Estep
Score: -16954606.000000 Penalty: 3784.771973
Iteration 37Q: 3 clusters Score -1.695461e+07 nChanged 481
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43812 members
Mstep: Class 2 contains 70359 members
Entering Unmasked Estep
Score: -16954414.000000 Penalty: 3784.771973
Iteration 38Q: 3 clusters Score -1.695441e+07 nChanged 471
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43751 members
Mstep: Class 2 contains 70420 members
Entering Unmasked Estep
Score: -16954316.000000 Penalty: 3784.771973
Iteration 39Q: 3 clusters Score -1.695432e+07 nChanged 438
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43711 members
Mstep: Class 2 contains 70460 members
Entering Unmasked Estep
Score: -16954166.000000 Penalty: 3784.771973
Iteration 40F: 3 clusters Score -1.695417e+07 nChanged 386
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43679 members
Mstep: Class 2 contains 70492 members
Entering Unmasked Estep
Score: -16954128.000000 Penalty: 3784.771973
Iteration 41Q: 3 clusters Score -1.695413e+07 nChanged 362
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43633 members
Mstep: Class 2 contains 70538 members
Entering Unmasked Estep
Score: -16953962.000000 Penalty: 3784.771973
Iteration 42Q: 3 clusters Score -1.695396e+07 nChanged 335
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43584 members
Mstep: Class 2 contains 70587 members
Entering Unmasked Estep
Score: -16953856.000000 Penalty: 3784.771973
Iteration 43Q: 3 clusters Score -1.695386e+07 nChanged 304
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43548 members
Mstep: Class 2 contains 70623 members
Entering Unmasked Estep
Score: -16953772.000000 Penalty: 3784.771973
Iteration 44Q: 3 clusters Score -1.695377e+07 nChanged 296
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43506 members
Mstep: Class 2 contains 70665 members
Entering Unmasked Estep
Score: -16953656.000000 Penalty: 3784.771973
Iteration 45Q: 3 clusters Score -1.695366e+07 nChanged 307
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43461 members
Mstep: Class 2 contains 70710 members
Entering Unmasked Estep
Score: -16953554.000000 Penalty: 3784.771973
Iteration 46Q: 3 clusters Score -1.695355e+07 nChanged 307
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43430 members
Mstep: Class 2 contains 70741 members
Entering Unmasked Estep
Score: -16953492.000000 Penalty: 3784.771973
Iteration 47Q: 3 clusters Score -1.695349e+07 nChanged 293
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43419 members
Mstep: Class 2 contains 70752 members
Entering Unmasked Estep
Score: -16953540.000000 Penalty: 3784.771973
Iteration 48Q: 3 clusters Score -1.695354e+07 nChanged 290
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43437 members
Mstep: Class 2 contains 70734 members
Entering Unmasked Estep
Score: -16953676.000000 Penalty: 3784.771973
Iteration 49Q: 3 clusters Score -1.695368e+07 nChanged 267
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43464 members
Mstep: Class 2 contains 70707 members
Entering Unmasked Estep
Score: -16953726.000000 Penalty: 3784.771973
Iteration 50Q: 3 clusters Score -1.695373e+07 nChanged 257
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43475 members
Mstep: Class 2 contains 70696 members
Entering Unmasked Estep
Score: -16953802.000000 Penalty: 3784.771973
Iteration 51Q: 3 clusters Score -1.69538e+07 nChanged 271
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43496 members
Mstep: Class 2 contains 70675 members
Entering Unmasked Estep
Score: -16953812.000000 Penalty: 3784.771973
Iteration 52Q: 3 clusters Score -1.695381e+07 nChanged 254
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43526 members
Mstep: Class 2 contains 70645 members
Entering Unmasked Estep
Score: -16953892.000000 Penalty: 3784.771973
Iteration 53Q: 3 clusters Score -1.695389e+07 nChanged 230
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43560 members
Mstep: Class 2 contains 70611 members
Entering Unmasked Estep
Score: -16954006.000000 Penalty: 3784.771973
Iteration 54Q: 3 clusters Score -1.695401e+07 nChanged 237
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43581 members
Mstep: Class 2 contains 70590 members
Entering Unmasked Estep
Score: -16954114.000000 Penalty: 3784.771973
Iteration 55Q: 3 clusters Score -1.695411e+07 nChanged 229
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43592 members
Mstep: Class 2 contains 70579 members
Entering Unmasked Estep
Score: -16954140.000000 Penalty: 3784.771973
Iteration 56Q: 3 clusters Score -1.695414e+07 nChanged 218
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43610 members
Mstep: Class 2 contains 70561 members
Entering Unmasked Estep
Score: -16954176.000000 Penalty: 3784.771973
Iteration 57Q: 3 clusters Score -1.695418e+07 nChanged 222
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43608 members
Mstep: Class 2 contains 70563 members
Entering Unmasked Estep
Score: -16954274.000000 Penalty: 3784.771973
Iteration 58Q: 3 clusters Score -1.695427e+07 nChanged 242
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43634 members
Mstep: Class 2 contains 70537 members
Entering Unmasked Estep
Score: -16954298.000000 Penalty: 3784.771973
Iteration 59Q: 3 clusters Score -1.69543e+07 nChanged 271
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43631 members
Mstep: Class 2 contains 70540 members
Entering Unmasked Estep
Score: -16954288.000000 Penalty: 3784.771973
Iteration 60F: 3 clusters Score -1.695429e+07 nChanged 270
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43627 members
Mstep: Class 2 contains 70544 members
Entering Unmasked Estep
Score: -16954302.000000 Penalty: 3784.771973
Iteration 61Q: 3 clusters Score -1.69543e+07 nChanged 222
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43633 members
Mstep: Class 2 contains 70538 members
Entering Unmasked Estep
Score: -16954306.000000 Penalty: 3784.771973
Iteration 62Q: 3 clusters Score -1.695431e+07 nChanged 222
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43655 members
Mstep: Class 2 contains 70516 members
Entering Unmasked Estep
Score: -16954310.000000 Penalty: 3784.771973
Iteration 63Q: 3 clusters Score -1.695431e+07 nChanged 213
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43668 members
Mstep: Class 2 contains 70503 members
Entering Unmasked Estep
Score: -16954284.000000 Penalty: 3784.771973
Iteration 64Q: 3 clusters Score -1.695428e+07 nChanged 212
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43702 members
Mstep: Class 2 contains 70469 members
Entering Unmasked Estep
Score: -16954346.000000 Penalty: 3784.771973
Iteration 65Q: 3 clusters Score -1.695435e+07 nChanged 193
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43755 members
Mstep: Class 2 contains 70416 members
Entering Unmasked Estep
Score: -16954472.000000 Penalty: 3784.771973
Iteration 66Q: 3 clusters Score -1.695447e+07 nChanged 200
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43813 members
Mstep: Class 2 contains 70358 members
Entering Unmasked Estep
Score: -16954670.000000 Penalty: 3784.771973
Iteration 67Q: 3 clusters Score -1.695467e+07 nChanged 207
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43866 members
Mstep: Class 2 contains 70305 members
Entering Unmasked Estep
Score: -16954784.000000 Penalty: 3784.771973
Iteration 68Q: 3 clusters Score -1.695478e+07 nChanged 189
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43921 members
Mstep: Class 2 contains 70250 members
Entering Unmasked Estep
Score: -16954800.000000 Penalty: 3784.771973
Iteration 69Q: 3 clusters Score -1.69548e+07 nChanged 185
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43966 members
Mstep: Class 2 contains 70205 members
Entering Unmasked Estep
Score: -16954914.000000 Penalty: 3784.771973
Iteration 70Q: 3 clusters Score -1.695491e+07 nChanged 168
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44016 members
Mstep: Class 2 contains 70155 members
Entering Unmasked Estep
Score: -16955004.000000 Penalty: 3784.771973
Iteration 71Q: 3 clusters Score -1.6955e+07 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44042 members
Mstep: Class 2 contains 70129 members
Entering Unmasked Estep
Score: -16955052.000000 Penalty: 3784.771973
Iteration 72Q: 3 clusters Score -1.695505e+07 nChanged 149
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44063 members
Mstep: Class 2 contains 70108 members
Entering Unmasked Estep
Score: -16955092.000000 Penalty: 3784.771973
Iteration 73Q: 3 clusters Score -1.695509e+07 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44063 members
Mstep: Class 2 contains 70108 members
Entering Unmasked Estep
Score: -16955084.000000 Penalty: 3784.771973
Iteration 74Q: 3 clusters Score -1.695508e+07 nChanged 116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44069 members
Mstep: Class 2 contains 70102 members
Entering Unmasked Estep
Score: -16955072.000000 Penalty: 3784.771973
Iteration 75Q: 3 clusters Score -1.695507e+07 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44077 members
Mstep: Class 2 contains 70094 members
Entering Unmasked Estep
Score: -16955102.000000 Penalty: 3784.771973
Iteration 76Q: 3 clusters Score -1.69551e+07 nChanged 91
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44100 members
Mstep: Class 2 contains 70071 members
Entering Unmasked Estep
Score: -16955164.000000 Penalty: 3784.771973
Iteration 77Q: 3 clusters Score -1.695516e+07 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44107 members
Mstep: Class 2 contains 70064 members
Entering Unmasked Estep
Score: -16955152.000000 Penalty: 3784.771973
Iteration 78Q: 3 clusters Score -1.695515e+07 nChanged 84
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44123 members
Mstep: Class 2 contains 70048 members
Entering Unmasked Estep
Score: -16955154.000000 Penalty: 3784.771973
Iteration 79Q: 3 clusters Score -1.695515e+07 nChanged 85
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44160 members
Mstep: Class 2 contains 70011 members
Entering Unmasked Estep
Score: -16955278.000000 Penalty: 3784.771973
Iteration 80F: 3 clusters Score -1.695528e+07 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44170 members
Mstep: Class 2 contains 70001 members
Entering Unmasked Estep
Score: -16955284.000000 Penalty: 3784.771973
Iteration 81Q: 3 clusters Score -1.695528e+07 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44182 members
Mstep: Class 2 contains 69989 members
Entering Unmasked Estep
Score: -16955292.000000 Penalty: 3784.771973
Iteration 82Q: 3 clusters Score -1.695529e+07 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44205 members
Mstep: Class 2 contains 69966 members
Entering Unmasked Estep
Score: -16955386.000000 Penalty: 3784.771973
Iteration 83Q: 3 clusters Score -1.695539e+07 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44223 members
Mstep: Class 2 contains 69948 members
Entering Unmasked Estep
Score: -16955454.000000 Penalty: 3784.771973
Iteration 84Q: 3 clusters Score -1.695545e+07 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44242 members
Mstep: Class 2 contains 69929 members
Entering Unmasked Estep
Score: -16955468.000000 Penalty: 3784.771973
Iteration 85Q: 3 clusters Score -1.695547e+07 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44250 members
Mstep: Class 2 contains 69921 members
Entering Unmasked Estep
Score: -16955524.000000 Penalty: 3784.771973
Iteration 86Q: 3 clusters Score -1.695552e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44264 members
Mstep: Class 2 contains 69907 members
Entering Unmasked Estep
Score: -16955522.000000 Penalty: 3784.771973
Iteration 87Q: 3 clusters Score -1.695552e+07 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44280 members
Mstep: Class 2 contains 69891 members
Entering Unmasked Estep
Score: -16955552.000000 Penalty: 3784.771973
Iteration 88Q: 3 clusters Score -1.695555e+07 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44297 members
Mstep: Class 2 contains 69874 members
Entering Unmasked Estep
Score: -16955630.000000 Penalty: 3784.771973
Iteration 89Q: 3 clusters Score -1.695563e+07 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44319 members
Mstep: Class 2 contains 69852 members
Entering Unmasked Estep
Score: -16955708.000000 Penalty: 3784.771973
Iteration 90Q: 3 clusters Score -1.695571e+07 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44329 members
Mstep: Class 2 contains 69842 members
Entering Unmasked Estep
Score: -16955644.000000 Penalty: 3784.771973
Iteration 91Q: 3 clusters Score -1.695564e+07 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44341 members
Mstep: Class 2 contains 69830 members
Entering Unmasked Estep
Score: -16955714.000000 Penalty: 3784.771973
Iteration 92Q: 3 clusters Score -1.695571e+07 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44342 members
Mstep: Class 2 contains 69829 members
Entering Unmasked Estep
Score: -16955722.000000 Penalty: 3784.771973
Iteration 93Q: 3 clusters Score -1.695572e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44346 members
Mstep: Class 2 contains 69825 members
Entering Unmasked Estep
Score: -16955714.000000 Penalty: 3784.771973
Iteration 94Q: 3 clusters Score -1.695571e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44365 members
Mstep: Class 2 contains 69806 members
Entering Unmasked Estep
Score: -16955766.000000 Penalty: 3784.771973
Iteration 95Q: 3 clusters Score -1.695577e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44388 members
Mstep: Class 2 contains 69783 members
Entering Unmasked Estep
Score: -16955814.000000 Penalty: 3784.771973
Iteration 96Q: 3 clusters Score -1.695581e+07 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44401 members
Mstep: Class 2 contains 69770 members
Entering Unmasked Estep
Score: -16955866.000000 Penalty: 3784.771973
Iteration 97Q: 3 clusters Score -1.695587e+07 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44404 members
Mstep: Class 2 contains 69767 members
Entering Unmasked Estep
Score: -16955856.000000 Penalty: 3784.771973
Iteration 98Q: 3 clusters Score -1.695586e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44425 members
Mstep: Class 2 contains 69746 members
Entering Unmasked Estep
Score: -16955896.000000 Penalty: 3784.771973
Iteration 99Q: 3 clusters Score -1.69559e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44417 members
Mstep: Class 2 contains 69754 members
Entering Unmasked Estep
Score: -16955880.000000 Penalty: 3784.771973
Iteration 100F: 3 clusters Score -1.695588e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44402 members
Mstep: Class 2 contains 69769 members
Entering Unmasked Estep
Score: -16955846.000000 Penalty: 3784.771973
Iteration 101Q: 3 clusters Score -1.695585e+07 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44389 members
Mstep: Class 2 contains 69782 members
Entering Unmasked Estep
Score: -16955808.000000 Penalty: 3784.771973
Iteration 102Q: 3 clusters Score -1.695581e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44383 members
Mstep: Class 2 contains 69788 members
Entering Unmasked Estep
Score: -16955782.000000 Penalty: 3784.771973
Iteration 103Q: 3 clusters Score -1.695578e+07 nChanged 34
Entering Unmasked Mstep
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Mstep: Class 1 contains 44381 members
Mstep: Class 2 contains 69790 members
Entering Unmasked Estep
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Iteration 104Q: 3 clusters Score -1.695576e+07 nChanged 51
Entering Unmasked Mstep
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Mstep: Class 2 contains 69787 members
Entering Unmasked Estep
Score: -16955792.000000 Penalty: 3784.771973
Iteration 105Q: 3 clusters Score -1.695579e+07 nChanged 48
Entering Unmasked Mstep
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Mstep: Class 2 contains 69781 members
Entering Unmasked Estep
Score: -16955838.000000 Penalty: 3784.771973
Iteration 106Q: 3 clusters Score -1.695584e+07 nChanged 53
Entering Unmasked Mstep
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Mstep: Class 2 contains 69792 members
Entering Unmasked Estep
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Iteration 107Q: 3 clusters Score -1.695581e+07 nChanged 52
Entering Unmasked Mstep
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Mstep: Class 2 contains 69792 members
Entering Unmasked Estep
Score: -16955798.000000 Penalty: 3784.771973
Iteration 108Q: 3 clusters Score -1.69558e+07 nChanged 56
Entering Unmasked Mstep
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Mstep: Class 1 contains 44391 members
Mstep: Class 2 contains 69780 members
Entering Unmasked Estep
Score: -16955828.000000 Penalty: 3784.771973
Iteration 109Q: 3 clusters Score -1.695583e+07 nChanged 55
Entering Unmasked Mstep
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Mstep: Class 1 contains 44398 members
Mstep: Class 2 contains 69773 members
Entering Unmasked Estep
Score: -16955820.000000 Penalty: 3784.771973
Iteration 110Q: 3 clusters Score -1.695582e+07 nChanged 53
Entering Unmasked Mstep
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Mstep: Class 1 contains 44395 members
Mstep: Class 2 contains 69776 members
Entering Unmasked Estep
Score: -16955824.000000 Penalty: 3784.771973
Iteration 111Q: 3 clusters Score -1.695582e+07 nChanged 48
Entering Unmasked Mstep
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Mstep: Class 1 contains 44383 members
Mstep: Class 2 contains 69788 members
Entering Unmasked Estep
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Iteration 112Q: 3 clusters Score -1.695577e+07 nChanged 66
Entering Unmasked Mstep
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Mstep: Class 2 contains 69792 members
Entering Unmasked Estep
Score: -16955714.000000 Penalty: 3784.771973
Iteration 113Q: 3 clusters Score -1.695571e+07 nChanged 76
Entering Unmasked Mstep
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Mstep: Class 2 contains 69792 members
Entering Unmasked Estep
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Iteration 114Q: 3 clusters Score -1.695572e+07 nChanged 78
Entering Unmasked Mstep
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Mstep: Class 1 contains 44391 members
Mstep: Class 2 contains 69780 members
Entering Unmasked Estep
Score: -16955760.000000 Penalty: 3784.771973
Iteration 115Q: 3 clusters Score -1.695576e+07 nChanged 47
Entering Unmasked Mstep
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Mstep: Class 1 contains 44396 members
Mstep: Class 2 contains 69775 members
Entering Unmasked Estep
Score: -16955786.000000 Penalty: 3784.771973
Iteration 116Q: 3 clusters Score -1.695579e+07 nChanged 45
Entering Unmasked Mstep
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Mstep: Class 1 contains 44405 members
Mstep: Class 2 contains 69766 members
Entering Unmasked Estep
Score: -16955786.000000 Penalty: 3784.771973
Iteration 117Q: 3 clusters Score -1.695579e+07 nChanged 48
Entering Unmasked Mstep
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Mstep: Class 1 contains 44411 members
Mstep: Class 2 contains 69760 members
Entering Unmasked Estep
Score: -16955776.000000 Penalty: 3784.771973
Iteration 118Q: 3 clusters Score -1.695578e+07 nChanged 43
Entering Unmasked Mstep
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Mstep: Class 1 contains 44414 members
Mstep: Class 2 contains 69757 members
Entering Unmasked Estep
Score: -16955788.000000 Penalty: 3784.771973
Iteration 119Q: 3 clusters Score -1.695579e+07 nChanged 51
Entering Unmasked Mstep
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Mstep: Class 1 contains 44419 members
Mstep: Class 2 contains 69752 members
Entering Unmasked Estep
Score: -16955800.000000 Penalty: 3784.771973
Iteration 120F: 3 clusters Score -1.69558e+07 nChanged 54
Entering Unmasked Mstep
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Mstep: Class 1 contains 44429 members
Mstep: Class 2 contains 69742 members
Entering Unmasked Estep
Score: -16955814.000000 Penalty: 3784.771973
Iteration 121Q: 3 clusters Score -1.695581e+07 nChanged 40
Entering Unmasked Mstep
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Mstep: Class 1 contains 44441 members
Mstep: Class 2 contains 69730 members
Entering Unmasked Estep
Score: -16955858.000000 Penalty: 3784.771973
Iteration 122Q: 3 clusters Score -1.695586e+07 nChanged 48
Entering Unmasked Mstep
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Mstep: Class 1 contains 44455 members
Mstep: Class 2 contains 69716 members
Entering Unmasked Estep
Score: -16955862.000000 Penalty: 3784.771973
Iteration 123Q: 3 clusters Score -1.695586e+07 nChanged 38
Entering Unmasked Mstep
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Mstep: Class 1 contains 44463 members
Mstep: Class 2 contains 69708 members
Entering Unmasked Estep
Score: -16955904.000000 Penalty: 3784.771973
Iteration 124Q: 3 clusters Score -1.69559e+07 nChanged 32
Entering Unmasked Mstep
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Mstep: Class 1 contains 44465 members
Mstep: Class 2 contains 69706 members
Entering Unmasked Estep
Score: -16955898.000000 Penalty: 3784.771973
Iteration 125Q: 3 clusters Score -1.69559e+07 nChanged 32
Entering Unmasked Mstep
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Mstep: Class 1 contains 44471 members
Mstep: Class 2 contains 69700 members
Entering Unmasked Estep
Score: -16955890.000000 Penalty: 3784.771973
Iteration 126Q: 3 clusters Score -1.695589e+07 nChanged 35
Entering Unmasked Mstep
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Mstep: Class 1 contains 44468 members
Mstep: Class 2 contains 69703 members
Entering Unmasked Estep
Score: -16955886.000000 Penalty: 3784.771973
Iteration 127Q: 3 clusters Score -1.695589e+07 nChanged 26
Entering Unmasked Mstep
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Mstep: Class 1 contains 44472 members
Mstep: Class 2 contains 69699 members
Entering Unmasked Estep
Score: -16955902.000000 Penalty: 3784.771973
Iteration 128Q: 3 clusters Score -1.69559e+07 nChanged 25
Entering Unmasked Mstep
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Mstep: Class 1 contains 44467 members
Mstep: Class 2 contains 69704 members
Entering Unmasked Estep
Score: -16955876.000000 Penalty: 3784.771973
Iteration 129Q: 3 clusters Score -1.695588e+07 nChanged 26
Entering Unmasked Mstep
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Mstep: Class 1 contains 44471 members
Mstep: Class 2 contains 69700 members
Entering Unmasked Estep
Score: -16955880.000000 Penalty: 3784.771973
Iteration 130Q: 3 clusters Score -1.695588e+07 nChanged 18
Entering Unmasked Mstep
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Mstep: Class 1 contains 44475 members
Mstep: Class 2 contains 69696 members
Entering Unmasked Estep
Score: -16955892.000000 Penalty: 3784.771973
Iteration 131Q: 3 clusters Score -1.695589e+07 nChanged 22
Entering Unmasked Mstep
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Mstep: Class 1 contains 44479 members
Mstep: Class 2 contains 69692 members
Entering Unmasked Estep
Score: -16955868.000000 Penalty: 3784.771973
Iteration 132Q: 3 clusters Score -1.695587e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44478 members
Mstep: Class 2 contains 69693 members
Entering Unmasked Estep
Score: -16955880.000000 Penalty: 3784.771973
Iteration 133Q: 3 clusters Score -1.695588e+07 nChanged 22
Entering Unmasked Mstep
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Mstep: Class 1 contains 44476 members
Mstep: Class 2 contains 69695 members
Entering Unmasked Estep
Score: -16955862.000000 Penalty: 3784.771973
Iteration 134Q: 3 clusters Score -1.695586e+07 nChanged 19
Entering Unmasked Mstep
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Mstep: Class 1 contains 44479 members
Mstep: Class 2 contains 69692 members
Entering Unmasked Estep
Score: -16955864.000000 Penalty: 3784.771973
Iteration 135Q: 3 clusters Score -1.695586e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44481 members
Mstep: Class 2 contains 69690 members
Entering Unmasked Estep
Score: -16955888.000000 Penalty: 3784.771973
Iteration 136Q: 3 clusters Score -1.695589e+07 nChanged 12
Entering Unmasked Mstep
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Mstep: Class 1 contains 44479 members
Mstep: Class 2 contains 69692 members
Entering Unmasked Estep
Score: -16955870.000000 Penalty: 3784.771973
Iteration 137Q: 3 clusters Score -1.695587e+07 nChanged 15
Entering Unmasked Mstep
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Mstep: Class 1 contains 44476 members
Mstep: Class 2 contains 69695 members
Entering Unmasked Estep
Score: -16955850.000000 Penalty: 3784.771973
Iteration 138Q: 3 clusters Score -1.695585e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44474 members
Mstep: Class 2 contains 69697 members
Entering Unmasked Estep
Score: -16955858.000000 Penalty: 3784.771973
Iteration 139Q: 3 clusters Score -1.695586e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44472 members
Mstep: Class 2 contains 69699 members
Entering Unmasked Estep
Score: -16955840.000000 Penalty: 3784.771973
Iteration 140F: 3 clusters Score -1.695584e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44472 members
Mstep: Class 2 contains 69699 members
Entering Unmasked Estep
Score: -16955838.000000 Penalty: 3784.771973
Iteration 141Q: 3 clusters Score -1.695584e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44468 members
Mstep: Class 2 contains 69703 members
Entering Unmasked Estep
Score: -16955848.000000 Penalty: 3784.771973
Iteration 142Q: 3 clusters Score -1.695585e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44461 members
Mstep: Class 2 contains 69710 members
Entering Unmasked Estep
Score: -16955824.000000 Penalty: 3784.771973
Iteration 143Q: 3 clusters Score -1.695582e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44456 members
Mstep: Class 2 contains 69715 members
Entering Unmasked Estep
Score: -16955818.000000 Penalty: 3784.771973
Iteration 144Q: 3 clusters Score -1.695582e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44455 members
Mstep: Class 2 contains 69716 members
Entering Unmasked Estep
Score: -16955812.000000 Penalty: 3784.771973
Iteration 145Q: 3 clusters Score -1.695581e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44453 members
Mstep: Class 2 contains 69718 members
Entering Unmasked Estep
Score: -16955824.000000 Penalty: 3784.771973
Iteration 146Q: 3 clusters Score -1.695582e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44460 members
Mstep: Class 2 contains 69711 members
Entering Unmasked Estep
Score: -16955838.000000 Penalty: 3784.771973
Iteration 147Q: 3 clusters Score -1.695584e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44468 members
Mstep: Class 2 contains 69703 members
Entering Unmasked Estep
Score: -16955882.000000 Penalty: 3784.771973
Iteration 148Q: 3 clusters Score -1.695588e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44471 members
Mstep: Class 2 contains 69700 members
Entering Unmasked Estep
Score: -16955876.000000 Penalty: 3784.771973
Iteration 149Q: 3 clusters Score -1.695588e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44473 members
Mstep: Class 2 contains 69698 members
Entering Unmasked Estep
Score: -16955862.000000 Penalty: 3784.771973
Iteration 150Q: 3 clusters Score -1.695586e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44474 members
Mstep: Class 2 contains 69697 members
Entering Unmasked Estep
Score: -16955858.000000 Penalty: 3784.771973
Iteration 151Q: 3 clusters Score -1.695586e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44480 members
Mstep: Class 2 contains 69691 members
Entering Unmasked Estep
Score: -16955874.000000 Penalty: 3784.771973
Iteration 152Q: 3 clusters Score -1.695587e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44488 members
Mstep: Class 2 contains 69683 members
Entering Unmasked Estep
Score: -16955876.000000 Penalty: 3784.771973
Iteration 153Q: 3 clusters Score -1.695588e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44486 members
Mstep: Class 2 contains 69685 members
Entering Unmasked Estep
Score: -16955868.000000 Penalty: 3784.771973
Iteration 154Q: 3 clusters Score -1.695587e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44486 members
Mstep: Class 2 contains 69685 members
Entering Unmasked Estep
Score: -16955866.000000 Penalty: 3784.771973
Iteration 155Q: 3 clusters Score -1.695587e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44484 members
Mstep: Class 2 contains 69687 members
Entering Unmasked Estep
Score: -16955852.000000 Penalty: 3784.771973
Iteration 156Q: 3 clusters Score -1.695585e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44481 members
Mstep: Class 2 contains 69690 members
Entering Unmasked Estep
Score: -16955830.000000 Penalty: 3784.771973
Iteration 157Q: 3 clusters Score -1.695583e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44479 members
Mstep: Class 2 contains 69692 members
Entering Unmasked Estep
Score: -16955824.000000 Penalty: 3784.771973
Iteration 158Q: 3 clusters Score -1.695582e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44480 members
Mstep: Class 2 contains 69691 members
Entering Unmasked Estep
Score: -16955816.000000 Penalty: 3784.771973
Iteration 159Q: 3 clusters Score -1.695582e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44477 members
Mstep: Class 2 contains 69694 members
Entering Unmasked Estep
Score: -16955822.000000 Penalty: 3784.771973
Iteration 160F: 3 clusters Score -1.695582e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44474 members
Mstep: Class 2 contains 69697 members
Entering Unmasked Estep
Score: -16955822.000000 Penalty: 3784.771973
Iteration 161Q: 3 clusters Score -1.695582e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44466 members
Mstep: Class 2 contains 69705 members
Entering Unmasked Estep
Score: -16955794.000000 Penalty: 3784.771973
Iteration 162Q: 3 clusters Score -1.695579e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44464 members
Mstep: Class 2 contains 69707 members
Entering Unmasked Estep
Score: -16955794.000000 Penalty: 3784.771973
Iteration 163Q: 3 clusters Score -1.695579e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44460 members
Mstep: Class 2 contains 69711 members
Entering Unmasked Estep
Score: -16955760.000000 Penalty: 3784.771973
Iteration 164Q: 3 clusters Score -1.695576e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44457 members
Mstep: Class 2 contains 69714 members
Entering Unmasked Estep
Score: -16955750.000000 Penalty: 3784.771973
Iteration 165Q: 3 clusters Score -1.695575e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44445 members
Mstep: Class 2 contains 69726 members
Entering Unmasked Estep
Score: -16955728.000000 Penalty: 3784.771973
Iteration 166Q: 3 clusters Score -1.695573e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44440 members
Mstep: Class 2 contains 69731 members
Entering Unmasked Estep
Score: -16955698.000000 Penalty: 3784.771973
Iteration 167Q: 3 clusters Score -1.69557e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44448 members
Mstep: Class 2 contains 69723 members
Entering Unmasked Estep
Score: -16955736.000000 Penalty: 3784.771973
Iteration 168Q: 3 clusters Score -1.695574e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44450 members
Mstep: Class 2 contains 69721 members
Entering Unmasked Estep
Score: -16955730.000000 Penalty: 3784.771973
Iteration 169Q: 3 clusters Score -1.695573e+07 nChanged 18
Entering Unmasked Mstep
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Mstep: Class 1 contains 44444 members
Mstep: Class 2 contains 69727 members
Entering Unmasked Estep
Score: -16955704.000000 Penalty: 3784.771973
Iteration 170Q: 3 clusters Score -1.69557e+07 nChanged 8
Entering Unmasked Mstep
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Mstep: Class 2 contains 69727 members
Entering Unmasked Estep
Score: -16955722.000000 Penalty: 3784.771973
Iteration 171Q: 3 clusters Score -1.695572e+07 nChanged 8
Entering Unmasked Mstep
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Mstep: Class 1 contains 44444 members
Mstep: Class 2 contains 69727 members
Entering Unmasked Estep
Score: -16955720.000000 Penalty: 3784.771973
Iteration 172Q: 3 clusters Score -1.695572e+07 nChanged 16
Entering Unmasked Mstep
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Mstep: Class 1 contains 44444 members
Mstep: Class 2 contains 69727 members
Entering Unmasked Estep
Score: -16955730.000000 Penalty: 3784.771973
Iteration 173Q: 3 clusters Score -1.695573e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44446 members
Mstep: Class 2 contains 69725 members
Entering Unmasked Estep
Score: -16955730.000000 Penalty: 3784.771973
Iteration 174Q: 3 clusters Score -1.695573e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44443 members
Mstep: Class 2 contains 69728 members
Entering Unmasked Estep
Score: -16955734.000000 Penalty: 3784.771973
Iteration 175Q: 3 clusters Score -1.695573e+07 nChanged 9
Entering Unmasked Mstep
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Mstep: Class 1 contains 44440 members
Mstep: Class 2 contains 69731 members
Entering Unmasked Estep
Score: -16955738.000000 Penalty: 3784.771973
Iteration 176Q: 3 clusters Score -1.695574e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44438 members
Mstep: Class 2 contains 69733 members
Entering Unmasked Estep
Score: -16955728.000000 Penalty: 3784.771973
Iteration 177Q: 3 clusters Score -1.695573e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44441 members
Mstep: Class 2 contains 69730 members
Entering Unmasked Estep
Score: -16955748.000000 Penalty: 3784.771973
Iteration 178Q: 3 clusters Score -1.695575e+07 nChanged 10
Entering Unmasked Mstep
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Mstep: Class 1 contains 44437 members
Mstep: Class 2 contains 69734 members
Entering Unmasked Estep
Score: -16955738.000000 Penalty: 3784.771973
Iteration 179Q: 3 clusters Score -1.695574e+07 nChanged 9
Entering Unmasked Mstep
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Mstep: Class 1 contains 44436 members
Mstep: Class 2 contains 69735 members
Entering Unmasked Estep
Score: -16955740.000000 Penalty: 3784.771973
Iteration 180F: 3 clusters Score -1.695574e+07 nChanged 13
Entering Unmasked Mstep
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Mstep: Class 1 contains 44435 members
Mstep: Class 2 contains 69736 members
Entering Unmasked Estep
Score: -16955746.000000 Penalty: 3784.771973
Iteration 181Q: 3 clusters Score -1.695575e+07 nChanged 13
Entering Unmasked Mstep
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Mstep: Class 2 contains 69739 members
Entering Unmasked Estep
Score: -16955750.000000 Penalty: 3784.771973
Iteration 182Q: 3 clusters Score -1.695575e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44425 members
Mstep: Class 2 contains 69746 members
Entering Unmasked Estep
Score: -16955748.000000 Penalty: 3784.771973
Iteration 183Q: 3 clusters Score -1.695575e+07 nChanged 13
Entering Unmasked Mstep
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Mstep: Class 1 contains 44414 members
Mstep: Class 2 contains 69757 members
Entering Unmasked Estep
Score: -16955722.000000 Penalty: 3784.771973
Iteration 184Q: 3 clusters Score -1.695572e+07 nChanged 8
Entering Unmasked Mstep
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Mstep: Class 1 contains 44408 members
Mstep: Class 2 contains 69763 members
Entering Unmasked Estep
Score: -16955712.000000 Penalty: 3784.771973
Iteration 185Q: 3 clusters Score -1.695571e+07 nChanged 9
Entering Unmasked Mstep
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Mstep: Class 2 contains 69772 members
Entering Unmasked Estep
Score: -16955704.000000 Penalty: 3784.771973
Iteration 186Q: 3 clusters Score -1.69557e+07 nChanged 11
Entering Unmasked Mstep
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Mstep: Class 2 contains 69777 members
Entering Unmasked Estep
Score: -16955694.000000 Penalty: 3784.771973
Iteration 187Q: 3 clusters Score -1.695569e+07 nChanged 7
Entering Unmasked Mstep
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Mstep: Class 1 contains 44389 members
Mstep: Class 2 contains 69782 members
Entering Unmasked Estep
Score: -16955694.000000 Penalty: 3784.771973
Iteration 188Q: 3 clusters Score -1.695569e+07 nChanged 4
Entering Unmasked Mstep
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Mstep: Class 1 contains 44385 members
Mstep: Class 2 contains 69786 members
Entering Unmasked Estep
Score: -16955698.000000 Penalty: 3784.771973
Iteration 189Q: 3 clusters Score -1.69557e+07 nChanged 9
Entering Unmasked Mstep
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Mstep: Class 2 contains 69783 members
Entering Unmasked Estep
Score: -16955702.000000 Penalty: 3784.771973
Iteration 190Q: 3 clusters Score -1.69557e+07 nChanged 15
Entering Unmasked Mstep
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Mstep: Class 1 contains 44395 members
Mstep: Class 2 contains 69776 members
Entering Unmasked Estep
Score: -16955700.000000 Penalty: 3784.771973
Iteration 191Q: 3 clusters Score -1.69557e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44396 members
Mstep: Class 2 contains 69775 members
Entering Unmasked Estep
Score: -16955710.000000 Penalty: 3784.771973
Iteration 192Q: 3 clusters Score -1.695571e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44398 members
Mstep: Class 2 contains 69773 members
Entering Unmasked Estep
Score: -16955704.000000 Penalty: 3784.771973
Iteration 193Q: 3 clusters Score -1.69557e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44405 members
Mstep: Class 2 contains 69766 members
Entering Unmasked Estep
Score: -16955718.000000 Penalty: 3784.771973
Iteration 194Q: 3 clusters Score -1.695572e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44408 members
Mstep: Class 2 contains 69763 members
Entering Unmasked Estep
Score: -16955718.000000 Penalty: 3784.771973
Iteration 195Q: 3 clusters Score -1.695572e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44406 members
Mstep: Class 2 contains 69765 members
Entering Unmasked Estep
Score: -16955736.000000 Penalty: 3784.771973
Iteration 196Q: 3 clusters Score -1.695574e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44407 members
Mstep: Class 2 contains 69764 members
Entering Unmasked Estep
Score: -16955748.000000 Penalty: 3784.771973
Iteration 197Q: 3 clusters Score -1.695575e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44407 members
Mstep: Class 2 contains 69764 members
Entering Unmasked Estep
Score: -16955746.000000 Penalty: 3784.771973
Iteration 198Q: 3 clusters Score -1.695575e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44404 members
Mstep: Class 2 contains 69767 members
Entering Unmasked Estep
Score: -16955728.000000 Penalty: 3784.771973
Iteration 199Q: 3 clusters Score -1.695573e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44401 members
Mstep: Class 2 contains 69770 members
Entering Unmasked Estep
Score: -16955728.000000 Penalty: 3784.771973
Iteration 200F: 3 clusters Score -1.695573e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44397 members
Mstep: Class 2 contains 69774 members
Entering Unmasked Estep
Score: -16955724.000000 Penalty: 3784.771973
Iteration 201Q: 3 clusters Score -1.695572e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44397 members
Mstep: Class 2 contains 69774 members
Entering Unmasked Estep
Score: -16955730.000000 Penalty: 3784.771973
Iteration 202Q: 3 clusters Score -1.695573e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44392 members
Mstep: Class 2 contains 69779 members
Entering Unmasked Estep
Score: -16955716.000000 Penalty: 3784.771973
Iteration 203Q: 3 clusters Score -1.695572e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44389 members
Mstep: Class 2 contains 69782 members
Entering Unmasked Estep
Score: -16955694.000000 Penalty: 3784.771973
Iteration 204Q: 3 clusters Score -1.695569e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44381 members
Mstep: Class 2 contains 69790 members
Entering Unmasked Estep
Score: -16955682.000000 Penalty: 3784.771973
Iteration 205Q: 3 clusters Score -1.695568e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44374 members
Mstep: Class 2 contains 69797 members
Entering Unmasked Estep
Score: -16955660.000000 Penalty: 3784.771973
Iteration 206Q: 3 clusters Score -1.695566e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44371 members
Mstep: Class 2 contains 69800 members
Entering Unmasked Estep
Score: -16955654.000000 Penalty: 3784.771973
Iteration 207Q: 3 clusters Score -1.695565e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44371 members
Mstep: Class 2 contains 69800 members
Entering Unmasked Estep
Score: -16955658.000000 Penalty: 3784.771973
Iteration 208Q: 3 clusters Score -1.695566e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44372 members
Mstep: Class 2 contains 69799 members
Entering Unmasked Estep
Score: -16955672.000000 Penalty: 3784.771973
Iteration 209Q: 3 clusters Score -1.695567e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44373 members
Mstep: Class 2 contains 69798 members
Entering Unmasked Estep
Score: -16955660.000000 Penalty: 3784.771973
Iteration 210Q: 3 clusters Score -1.695566e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44371 members
Mstep: Class 2 contains 69800 members
Entering Unmasked Estep
Score: -16955668.000000 Penalty: 3784.771973
Iteration 211Q: 3 clusters Score -1.695567e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44364 members
Mstep: Class 2 contains 69807 members
Entering Unmasked Estep
Score: -16955640.000000 Penalty: 3784.771973
Iteration 212Q: 3 clusters Score -1.695564e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44358 members
Mstep: Class 2 contains 69813 members
Entering Unmasked Estep
Score: -16955642.000000 Penalty: 3784.771973
Iteration 213Q: 3 clusters Score -1.695564e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44351 members
Mstep: Class 2 contains 69820 members
Entering Unmasked Estep
Score: -16955622.000000 Penalty: 3784.771973
Iteration 214Q: 3 clusters Score -1.695562e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44351 members
Mstep: Class 2 contains 69820 members
Entering Unmasked Estep
Score: -16955632.000000 Penalty: 3784.771973
Iteration 215Q: 3 clusters Score -1.695563e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44361 members
Mstep: Class 2 contains 69810 members
Entering Unmasked Estep
Score: -16955664.000000 Penalty: 3784.771973
Iteration 216Q: 3 clusters Score -1.695566e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44358 members
Mstep: Class 2 contains 69813 members
Entering Unmasked Estep
Score: -16955656.000000 Penalty: 3784.771973
Iteration 217Q: 3 clusters Score -1.695566e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44353 members
Mstep: Class 2 contains 69818 members
Entering Unmasked Estep
Score: -16955650.000000 Penalty: 3784.771973
Iteration 218Q: 3 clusters Score -1.695565e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44358 members
Mstep: Class 2 contains 69813 members
Entering Unmasked Estep
Score: -16955642.000000 Penalty: 3784.771973
Iteration 219Q: 3 clusters Score -1.695564e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44353 members
Mstep: Class 2 contains 69818 members
Entering Unmasked Estep
Score: -16955626.000000 Penalty: 3784.771973
Iteration 220F: 3 clusters Score -1.695563e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44355 members
Mstep: Class 2 contains 69816 members
Entering Unmasked Estep
Score: -16955624.000000 Penalty: 3784.771973
Iteration 221Q: 3 clusters Score -1.695562e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44358 members
Mstep: Class 2 contains 69813 members
Entering Unmasked Estep
Score: -16955638.000000 Penalty: 3784.771973
Iteration 222Q: 3 clusters Score -1.695564e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44358 members
Mstep: Class 2 contains 69813 members
Entering Unmasked Estep
Score: -16955648.000000 Penalty: 3784.771973
Iteration 223Q: 3 clusters Score -1.695565e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44353 members
Mstep: Class 2 contains 69818 members
Entering Unmasked Estep
Score: -16955640.000000 Penalty: 3784.771973
Iteration 224Q: 3 clusters Score -1.695564e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44351 members
Mstep: Class 2 contains 69820 members
Entering Unmasked Estep
Score: -16955652.000000 Penalty: 3784.771973
Iteration 225Q: 3 clusters Score -1.695565e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44350 members
Mstep: Class 2 contains 69821 members
Entering Unmasked Estep
Score: -16955638.000000 Penalty: 3784.771973
Iteration 226Q: 3 clusters Score -1.695564e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44350 members
Mstep: Class 2 contains 69821 members
Entering Unmasked Estep
Score: -16955648.000000 Penalty: 3784.771973
Iteration 227Q: 3 clusters Score -1.695565e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44345 members
Mstep: Class 2 contains 69826 members
Entering Unmasked Estep
Score: -16955614.000000 Penalty: 3784.771973
Iteration 228Q: 3 clusters Score -1.695561e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44345 members
Mstep: Class 2 contains 69826 members
Entering Unmasked Estep
Score: -16955638.000000 Penalty: 3784.771973
Iteration 229Q: 3 clusters Score -1.695564e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44347 members
Mstep: Class 2 contains 69824 members
Entering Unmasked Estep
Score: -16955632.000000 Penalty: 3784.771973
Iteration 230Q: 3 clusters Score -1.695563e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44348 members
Mstep: Class 2 contains 69823 members
Entering Unmasked Estep
Score: -16955630.000000 Penalty: 3784.771973
Iteration 231Q: 3 clusters Score -1.695563e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44351 members
Mstep: Class 2 contains 69820 members
Entering Unmasked Estep
Score: -16955636.000000 Penalty: 3784.771973
Iteration 232Q: 3 clusters Score -1.695564e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44350 members
Mstep: Class 2 contains 69821 members
Entering Unmasked Estep
Score: -16955614.000000 Penalty: 3784.771973
Iteration 233Q: 3 clusters Score -1.695561e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44346 members
Mstep: Class 2 contains 69825 members
Entering Unmasked Estep
Score: -16955606.000000 Penalty: 3784.771973
Iteration 234Q: 3 clusters Score -1.695561e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44344 members
Mstep: Class 2 contains 69827 members
Entering Unmasked Estep
Score: -16955598.000000 Penalty: 3784.771973
Iteration 235Q: 3 clusters Score -1.69556e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44341 members
Mstep: Class 2 contains 69830 members
Entering Unmasked Estep
Score: -16955588.000000 Penalty: 3784.771973
Iteration 236Q: 3 clusters Score -1.695559e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44338 members
Mstep: Class 2 contains 69833 members
Entering Unmasked Estep
Score: -16955582.000000 Penalty: 3784.771973
Iteration 237Q: 3 clusters Score -1.695558e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44335 members
Mstep: Class 2 contains 69836 members
Entering Unmasked Estep
Score: -16955568.000000 Penalty: 3784.771973
Iteration 238Q: 3 clusters Score -1.695557e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44334 members
Mstep: Class 2 contains 69837 members
Entering Unmasked Estep
Score: -16955566.000000 Penalty: 3784.771973
Iteration 239Q: 3 clusters Score -1.695557e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44334 members
Mstep: Class 2 contains 69837 members
Entering Unmasked Estep
Score: -16955566.000000 Penalty: 3784.771973
Iteration 240F: 3 clusters Score -1.695557e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 6315 members
Mstep: Class 2 contains 72161 members
Mstep: Class 3 contains 999 members
Mstep: Class 4 contains 39328 members
Mstep: Class 5 contains 31667 members
Mstep: Class 6 contains 57179 members
Mstep: Class 7 contains 4546 members
Mstep: Class 8 contains 64647 members
Mstep: Class 9 contains 60979 members
Mstep: Class 10 contains 57197 members
Mstep: Class 11 contains 44334 members
Mstep: Class 12 contains 119799 members
Mstep: Class 13 contains 128232 members
Mstep: Class 14 contains 62928 members
Mstep: Class 15 contains 121427 members
Mstep: Class 16 contains 113386 members
Mstep: Class 17 contains 81844 members
Mstep: Class 18 contains 116355 members
Mstep: Class 19 contains 116441 members
Mstep: Class 20 contains 75801 members
Mstep: Class 21 contains 74075 members
Mstep: Class 22 contains 1756 members
Mstep: Class 23 contains 20795 members
Mstep: Class 24 contains 58736 members
Mstep: Class 25 contains 56826 members
Mstep: Class 26 contains 2732 members
Mstep: Class 27 contains 52784 members
Mstep: Class 28 contains 42725 members
Mstep: Class 29 contains 57802 members
Mstep: Class 30 contains 69837 members
Entering Unmasked Estep
Score: -259453296.000000 Penalty: 70253.132812
Splitting cluster 11 changes total score from -259089056.000000 to -259453296.000000
So it's getting split into cluster 30.
Entering ConstructFrom:
Trying to split cluster 12 (119799 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 119799 members
Entering Unmasked Estep
Score: -17688090.000000 Penalty: 1900.205322
Iteration 0F: 2 clusters Score -1.768809e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60130 members
Mstep: Class 2 contains 59669 members
Entering Unmasked Estep
Score: -17727840.000000 Penalty: 3800.410645
Iteration 0F: 3 clusters Score -1.772784e+07 nChanged 57531
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63139 members
Mstep: Class 2 contains 56660 members
Entering Unmasked Estep
Score: -17762442.000000 Penalty: 3800.410645
Iteration 1F: 3 clusters Score -1.776244e+07 nChanged 9416
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60941 members
Mstep: Class 2 contains 58858 members
Entering Unmasked Estep
Score: -17765016.000000 Penalty: 3800.410645
Iteration 2F: 3 clusters Score -1.776502e+07 nChanged 8871
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57716 members
Mstep: Class 2 contains 62083 members
Entering Unmasked Estep
Score: -17769084.000000 Penalty: 3800.410645
Iteration 3F: 3 clusters Score -1.776908e+07 nChanged 10102
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56348 members
Mstep: Class 2 contains 63451 members
Entering Unmasked Estep
Score: -17774916.000000 Penalty: 3800.410645
Iteration 4F: 3 clusters Score -1.777492e+07 nChanged 9916
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56560 members
Mstep: Class 2 contains 63239 members
Entering Unmasked Estep
Score: -17781380.000000 Penalty: 3800.410645
Iteration 5F: 3 clusters Score -1.778138e+07 nChanged 8085
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57035 members
Mstep: Class 2 contains 62764 members
Entering Unmasked Estep
Score: -17785132.000000 Penalty: 3800.410645
Iteration 6F: 3 clusters Score -1.778513e+07 nChanged 5189
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57456 members
Mstep: Class 2 contains 62343 members
Entering Unmasked Estep
Score: -17786228.000000 Penalty: 3800.410645
Iteration 7Q: 3 clusters Score -1.778623e+07 nChanged 2955
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57753 members
Mstep: Class 2 contains 62046 members
Entering Unmasked Estep
Score: -17786600.000000 Penalty: 3800.410645
Iteration 8Q: 3 clusters Score -1.77866e+07 nChanged 2054
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57995 members
Mstep: Class 2 contains 61804 members
Entering Unmasked Estep
Score: -17786776.000000 Penalty: 3800.410645
Iteration 9Q: 3 clusters Score -1.778678e+07 nChanged 1713
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58238 members
Mstep: Class 2 contains 61561 members
Entering Unmasked Estep
Score: -17786922.000000 Penalty: 3800.410645
Iteration 10Q: 3 clusters Score -1.778692e+07 nChanged 1510
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58394 members
Mstep: Class 2 contains 61405 members
Entering Unmasked Estep
Score: -17786802.000000 Penalty: 3800.410645
Iteration 11Q: 3 clusters Score -1.77868e+07 nChanged 1326
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58522 members
Mstep: Class 2 contains 61277 members
Entering Unmasked Estep
Score: -17786830.000000 Penalty: 3800.410645
Iteration 12Q: 3 clusters Score -1.778683e+07 nChanged 1216
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58626 members
Mstep: Class 2 contains 61173 members
Entering Unmasked Estep
Score: -17786866.000000 Penalty: 3800.410645
Iteration 13Q: 3 clusters Score -1.778687e+07 nChanged 1138
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58720 members
Mstep: Class 2 contains 61079 members
Entering Unmasked Estep
Score: -17786868.000000 Penalty: 3800.410645
Iteration 14Q: 3 clusters Score -1.778687e+07 nChanged 1081
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58817 members
Mstep: Class 2 contains 60982 members
Entering Unmasked Estep
Score: -17786934.000000 Penalty: 3800.410645
Iteration 15Q: 3 clusters Score -1.778693e+07 nChanged 964
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58865 members
Mstep: Class 2 contains 60934 members
Entering Unmasked Estep
Score: -17787168.000000 Penalty: 3800.410645
Iteration 16Q: 3 clusters Score -1.778717e+07 nChanged 962
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58849 members
Mstep: Class 2 contains 60950 members
Entering Unmasked Estep
Score: -17787220.000000 Penalty: 3800.410645
Iteration 17Q: 3 clusters Score -1.778722e+07 nChanged 893
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58862 members
Mstep: Class 2 contains 60937 members
Entering Unmasked Estep
Score: -17787270.000000 Penalty: 3800.410645
Iteration 18Q: 3 clusters Score -1.778727e+07 nChanged 801
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58831 members
Mstep: Class 2 contains 60968 members
Entering Unmasked Estep
Score: -17787188.000000 Penalty: 3800.410645
Iteration 19Q: 3 clusters Score -1.778719e+07 nChanged 705
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58866 members
Mstep: Class 2 contains 60933 members
Entering Unmasked Estep
Score: -17787184.000000 Penalty: 3800.410645
Iteration 20F: 3 clusters Score -1.778718e+07 nChanged 675
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58919 members
Mstep: Class 2 contains 60880 members
Entering Unmasked Estep
Score: -17787324.000000 Penalty: 3800.410645
Iteration 21Q: 3 clusters Score -1.778732e+07 nChanged 560
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58921 members
Mstep: Class 2 contains 60878 members
Entering Unmasked Estep
Score: -17787402.000000 Penalty: 3800.410645
Iteration 22Q: 3 clusters Score -1.77874e+07 nChanged 500
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58905 members
Mstep: Class 2 contains 60894 members
Entering Unmasked Estep
Score: -17787358.000000 Penalty: 3800.410645
Iteration 23Q: 3 clusters Score -1.778736e+07 nChanged 487
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58852 members
Mstep: Class 2 contains 60947 members
Entering Unmasked Estep
Score: -17787282.000000 Penalty: 3800.410645
Iteration 24Q: 3 clusters Score -1.778728e+07 nChanged 462
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58820 members
Mstep: Class 2 contains 60979 members
Entering Unmasked Estep
Score: -17787222.000000 Penalty: 3800.410645
Iteration 25Q: 3 clusters Score -1.778722e+07 nChanged 431
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58801 members
Mstep: Class 2 contains 60998 members
Entering Unmasked Estep
Score: -17787270.000000 Penalty: 3800.410645
Iteration 26Q: 3 clusters Score -1.778727e+07 nChanged 413
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58800 members
Mstep: Class 2 contains 60999 members
Entering Unmasked Estep
Score: -17787260.000000 Penalty: 3800.410645
Iteration 27Q: 3 clusters Score -1.778726e+07 nChanged 378
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58798 members
Mstep: Class 2 contains 61001 members
Entering Unmasked Estep
Score: -17787204.000000 Penalty: 3800.410645
Iteration 28Q: 3 clusters Score -1.77872e+07 nChanged 335
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58781 members
Mstep: Class 2 contains 61018 members
Entering Unmasked Estep
Score: -17787266.000000 Penalty: 3800.410645
Iteration 29Q: 3 clusters Score -1.778727e+07 nChanged 327
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58760 members
Mstep: Class 2 contains 61039 members
Entering Unmasked Estep
Score: -17787302.000000 Penalty: 3800.410645
Iteration 30Q: 3 clusters Score -1.77873e+07 nChanged 310
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58716 members
Mstep: Class 2 contains 61083 members
Entering Unmasked Estep
Score: -17787276.000000 Penalty: 3800.410645
Iteration 31Q: 3 clusters Score -1.778728e+07 nChanged 279
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58709 members
Mstep: Class 2 contains 61090 members
Entering Unmasked Estep
Score: -17787254.000000 Penalty: 3800.410645
Iteration 32Q: 3 clusters Score -1.778725e+07 nChanged 276
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58723 members
Mstep: Class 2 contains 61076 members
Entering Unmasked Estep
Score: -17787270.000000 Penalty: 3800.410645
Iteration 33Q: 3 clusters Score -1.778727e+07 nChanged 268
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58755 members
Mstep: Class 2 contains 61044 members
Entering Unmasked Estep
Score: -17787300.000000 Penalty: 3800.410645
Iteration 34Q: 3 clusters Score -1.77873e+07 nChanged 232
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58743 members
Mstep: Class 2 contains 61056 members
Entering Unmasked Estep
Score: -17787304.000000 Penalty: 3800.410645
Iteration 35Q: 3 clusters Score -1.77873e+07 nChanged 210
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58715 members
Mstep: Class 2 contains 61084 members
Entering Unmasked Estep
Score: -17787340.000000 Penalty: 3800.410645
Iteration 36Q: 3 clusters Score -1.778734e+07 nChanged 204
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58709 members
Mstep: Class 2 contains 61090 members
Entering Unmasked Estep
Score: -17787332.000000 Penalty: 3800.410645
Iteration 37Q: 3 clusters Score -1.778733e+07 nChanged 226
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58713 members
Mstep: Class 2 contains 61086 members
Entering Unmasked Estep
Score: -17787332.000000 Penalty: 3800.410645
Iteration 38Q: 3 clusters Score -1.778733e+07 nChanged 203
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58724 members
Mstep: Class 2 contains 61075 members
Entering Unmasked Estep
Score: -17787402.000000 Penalty: 3800.410645
Iteration 39Q: 3 clusters Score -1.77874e+07 nChanged 195
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58721 members
Mstep: Class 2 contains 61078 members
Entering Unmasked Estep
Score: -17787460.000000 Penalty: 3800.410645
Iteration 40F: 3 clusters Score -1.778746e+07 nChanged 166
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58713 members
Mstep: Class 2 contains 61086 members
Entering Unmasked Estep
Score: -17787482.000000 Penalty: 3800.410645
Iteration 41Q: 3 clusters Score -1.778748e+07 nChanged 163
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58702 members
Mstep: Class 2 contains 61097 members
Entering Unmasked Estep
Score: -17787508.000000 Penalty: 3800.410645
Iteration 42Q: 3 clusters Score -1.778751e+07 nChanged 138
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58724 members
Mstep: Class 2 contains 61075 members
Entering Unmasked Estep
Score: -17787552.000000 Penalty: 3800.410645
Iteration 43Q: 3 clusters Score -1.778755e+07 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58741 members
Mstep: Class 2 contains 61058 members
Entering Unmasked Estep
Score: -17787542.000000 Penalty: 3800.410645
Iteration 44Q: 3 clusters Score -1.778754e+07 nChanged 123
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58746 members
Mstep: Class 2 contains 61053 members
Entering Unmasked Estep
Score: -17787538.000000 Penalty: 3800.410645
Iteration 45Q: 3 clusters Score -1.778754e+07 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58749 members
Mstep: Class 2 contains 61050 members
Entering Unmasked Estep
Score: -17787536.000000 Penalty: 3800.410645
Iteration 46Q: 3 clusters Score -1.778754e+07 nChanged 113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58768 members
Mstep: Class 2 contains 61031 members
Entering Unmasked Estep
Score: -17787546.000000 Penalty: 3800.410645
Iteration 47Q: 3 clusters Score -1.778755e+07 nChanged 100
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58782 members
Mstep: Class 2 contains 61017 members
Entering Unmasked Estep
Score: -17787500.000000 Penalty: 3800.410645
Iteration 48Q: 3 clusters Score -1.77875e+07 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58792 members
Mstep: Class 2 contains 61007 members
Entering Unmasked Estep
Score: -17787502.000000 Penalty: 3800.410645
Iteration 49Q: 3 clusters Score -1.77875e+07 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58779 members
Mstep: Class 2 contains 61020 members
Entering Unmasked Estep
Score: -17787492.000000 Penalty: 3800.410645
Iteration 50Q: 3 clusters Score -1.778749e+07 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58773 members
Mstep: Class 2 contains 61026 members
Entering Unmasked Estep
Score: -17787510.000000 Penalty: 3800.410645
Iteration 51Q: 3 clusters Score -1.778751e+07 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58785 members
Mstep: Class 2 contains 61014 members
Entering Unmasked Estep
Score: -17787442.000000 Penalty: 3800.410645
Iteration 52Q: 3 clusters Score -1.778744e+07 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58806 members
Mstep: Class 2 contains 60993 members
Entering Unmasked Estep
Score: -17787450.000000 Penalty: 3800.410645
Iteration 53Q: 3 clusters Score -1.778745e+07 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58815 members
Mstep: Class 2 contains 60984 members
Entering Unmasked Estep
Score: -17787450.000000 Penalty: 3800.410645
Iteration 54Q: 3 clusters Score -1.778745e+07 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58815 members
Mstep: Class 2 contains 60984 members
Entering Unmasked Estep
Score: -17787444.000000 Penalty: 3800.410645
Iteration 55Q: 3 clusters Score -1.778744e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58809 members
Mstep: Class 2 contains 60990 members
Entering Unmasked Estep
Score: -17787450.000000 Penalty: 3800.410645
Iteration 56Q: 3 clusters Score -1.778745e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58803 members
Mstep: Class 2 contains 60996 members
Entering Unmasked Estep
Score: -17787428.000000 Penalty: 3800.410645
Iteration 57Q: 3 clusters Score -1.778743e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58809 members
Mstep: Class 2 contains 60990 members
Entering Unmasked Estep
Score: -17787428.000000 Penalty: 3800.410645
Iteration 58Q: 3 clusters Score -1.778743e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58819 members
Mstep: Class 2 contains 60980 members
Entering Unmasked Estep
Score: -17787466.000000 Penalty: 3800.410645
Iteration 59Q: 3 clusters Score -1.778747e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58839 members
Mstep: Class 2 contains 60960 members
Entering Unmasked Estep
Score: -17787456.000000 Penalty: 3800.410645
Iteration 60F: 3 clusters Score -1.778746e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58844 members
Mstep: Class 2 contains 60955 members
Entering Unmasked Estep
Score: -17787450.000000 Penalty: 3800.410645
Iteration 61Q: 3 clusters Score -1.778745e+07 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58855 members
Mstep: Class 2 contains 60944 members
Entering Unmasked Estep
Score: -17787466.000000 Penalty: 3800.410645
Iteration 62Q: 3 clusters Score -1.778747e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58853 members
Mstep: Class 2 contains 60946 members
Entering Unmasked Estep
Score: -17787444.000000 Penalty: 3800.410645
Iteration 63Q: 3 clusters Score -1.778744e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58850 members
Mstep: Class 2 contains 60949 members
Entering Unmasked Estep
Score: -17787430.000000 Penalty: 3800.410645
Iteration 64Q: 3 clusters Score -1.778743e+07 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58857 members
Mstep: Class 2 contains 60942 members
Entering Unmasked Estep
Score: -17787444.000000 Penalty: 3800.410645
Iteration 65Q: 3 clusters Score -1.778744e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58865 members
Mstep: Class 2 contains 60934 members
Entering Unmasked Estep
Score: -17787458.000000 Penalty: 3800.410645
Iteration 66Q: 3 clusters Score -1.778746e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58875 members
Mstep: Class 2 contains 60924 members
Entering Unmasked Estep
Score: -17787444.000000 Penalty: 3800.410645
Iteration 67Q: 3 clusters Score -1.778744e+07 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58899 members
Mstep: Class 2 contains 60900 members
Entering Unmasked Estep
Score: -17787474.000000 Penalty: 3800.410645
Iteration 68Q: 3 clusters Score -1.778747e+07 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58907 members
Mstep: Class 2 contains 60892 members
Entering Unmasked Estep
Score: -17787490.000000 Penalty: 3800.410645
Iteration 69Q: 3 clusters Score -1.778749e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58889 members
Mstep: Class 2 contains 60910 members
Entering Unmasked Estep
Score: -17787476.000000 Penalty: 3800.410645
Iteration 70Q: 3 clusters Score -1.778748e+07 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58878 members
Mstep: Class 2 contains 60921 members
Entering Unmasked Estep
Score: -17787456.000000 Penalty: 3800.410645
Iteration 71Q: 3 clusters Score -1.778746e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58862 members
Mstep: Class 2 contains 60937 members
Entering Unmasked Estep
Score: -17787464.000000 Penalty: 3800.410645
Iteration 72Q: 3 clusters Score -1.778746e+07 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58861 members
Mstep: Class 2 contains 60938 members
Entering Unmasked Estep
Score: -17787480.000000 Penalty: 3800.410645
Iteration 73Q: 3 clusters Score -1.778748e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58853 members
Mstep: Class 2 contains 60946 members
Entering Unmasked Estep
Score: -17787480.000000 Penalty: 3800.410645
Iteration 74Q: 3 clusters Score -1.778748e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58850 members
Mstep: Class 2 contains 60949 members
Entering Unmasked Estep
Score: -17787468.000000 Penalty: 3800.410645
Iteration 75Q: 3 clusters Score -1.778747e+07 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58847 members
Mstep: Class 2 contains 60952 members
Entering Unmasked Estep
Score: -17787478.000000 Penalty: 3800.410645
Iteration 76Q: 3 clusters Score -1.778748e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58843 members
Mstep: Class 2 contains 60956 members
Entering Unmasked Estep
Score: -17787476.000000 Penalty: 3800.410645
Iteration 77Q: 3 clusters Score -1.778748e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58840 members
Mstep: Class 2 contains 60959 members
Entering Unmasked Estep
Score: -17787460.000000 Penalty: 3800.410645
Iteration 78Q: 3 clusters Score -1.778746e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58835 members
Mstep: Class 2 contains 60964 members
Entering Unmasked Estep
Score: -17787480.000000 Penalty: 3800.410645
Iteration 79Q: 3 clusters Score -1.778748e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58831 members
Mstep: Class 2 contains 60968 members
Entering Unmasked Estep
Score: -17787476.000000 Penalty: 3800.410645
Iteration 80F: 3 clusters Score -1.778748e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58831 members
Mstep: Class 2 contains 60968 members
Entering Unmasked Estep
Score: -17787484.000000 Penalty: 3800.410645
Iteration 81Q: 3 clusters Score -1.778748e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58838 members
Mstep: Class 2 contains 60961 members
Entering Unmasked Estep
Score: -17787470.000000 Penalty: 3800.410645
Iteration 82Q: 3 clusters Score -1.778747e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58838 members
Mstep: Class 2 contains 60961 members
Entering Unmasked Estep
Score: -17787462.000000 Penalty: 3800.410645
Iteration 83Q: 3 clusters Score -1.778746e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58845 members
Mstep: Class 2 contains 60954 members
Entering Unmasked Estep
Score: -17787458.000000 Penalty: 3800.410645
Iteration 84Q: 3 clusters Score -1.778746e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58850 members
Mstep: Class 2 contains 60949 members
Entering Unmasked Estep
Score: -17787480.000000 Penalty: 3800.410645
Iteration 85Q: 3 clusters Score -1.778748e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58854 members
Mstep: Class 2 contains 60945 members
Entering Unmasked Estep
Score: -17787494.000000 Penalty: 3800.410645
Iteration 86Q: 3 clusters Score -1.778749e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58859 members
Mstep: Class 2 contains 60940 members
Entering Unmasked Estep
Score: -17787492.000000 Penalty: 3800.410645
Iteration 87Q: 3 clusters Score -1.778749e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58861 members
Mstep: Class 2 contains 60938 members
Entering Unmasked Estep
Score: -17787490.000000 Penalty: 3800.410645
Iteration 88Q: 3 clusters Score -1.778749e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58861 members
Mstep: Class 2 contains 60938 members
Entering Unmasked Estep
Score: -17787474.000000 Penalty: 3800.410645
Iteration 89Q: 3 clusters Score -1.778747e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58861 members
Mstep: Class 2 contains 60938 members
Entering Unmasked Estep
Score: -17787482.000000 Penalty: 3800.410645
Iteration 90Q: 3 clusters Score -1.778748e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58857 members
Mstep: Class 2 contains 60942 members
Entering Unmasked Estep
Score: -17787482.000000 Penalty: 3800.410645
Iteration 91Q: 3 clusters Score -1.778748e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58855 members
Mstep: Class 2 contains 60944 members
Entering Unmasked Estep
Score: -17787492.000000 Penalty: 3800.410645
Iteration 92Q: 3 clusters Score -1.778749e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58857 members
Mstep: Class 2 contains 60942 members
Entering Unmasked Estep
Score: -17787492.000000 Penalty: 3800.410645
Iteration 93Q: 3 clusters Score -1.778749e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58860 members
Mstep: Class 2 contains 60939 members
Entering Unmasked Estep
Score: -17787504.000000 Penalty: 3800.410645
Iteration 94Q: 3 clusters Score -1.77875e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58860 members
Mstep: Class 2 contains 60939 members
Entering Unmasked Estep
Score: -17787506.000000 Penalty: 3800.410645
Iteration 95Q: 3 clusters Score -1.778751e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58856 members
Mstep: Class 2 contains 60943 members
Entering Unmasked Estep
Score: -17787510.000000 Penalty: 3800.410645
Iteration 96Q: 3 clusters Score -1.778751e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58858 members
Mstep: Class 2 contains 60941 members
Entering Unmasked Estep
Score: -17787508.000000 Penalty: 3800.410645
Iteration 97Q: 3 clusters Score -1.778751e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58858 members
Mstep: Class 2 contains 60941 members
Entering Unmasked Estep
Score: -17787508.000000 Penalty: 3800.410645
Iteration 98F: 3 clusters Score -1.778751e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 6315 members
Mstep: Class 2 contains 72161 members
Mstep: Class 3 contains 999 members
Mstep: Class 4 contains 39328 members
Mstep: Class 5 contains 31667 members
Mstep: Class 6 contains 57179 members
Mstep: Class 7 contains 4546 members
Mstep: Class 8 contains 64647 members
Mstep: Class 9 contains 60979 members
Mstep: Class 10 contains 57197 members
Mstep: Class 11 contains 44334 members
Mstep: Class 12 contains 58858 members
Mstep: Class 13 contains 128232 members
Mstep: Class 14 contains 62928 members
Mstep: Class 15 contains 121427 members
Mstep: Class 16 contains 113386 members
Mstep: Class 17 contains 81844 members
Mstep: Class 18 contains 116355 members
Mstep: Class 19 contains 116441 members
Mstep: Class 20 contains 75801 members
Mstep: Class 21 contains 74075 members
Mstep: Class 22 contains 1756 members
Mstep: Class 23 contains 20795 members
Mstep: Class 24 contains 58736 members
Mstep: Class 25 contains 56826 members
Mstep: Class 26 contains 2732 members
Mstep: Class 27 contains 52784 members
Mstep: Class 28 contains 42725 members
Mstep: Class 29 contains 57802 members
Mstep: Class 30 contains 69837 members
Mstep: Class 31 contains 60941 members
Entering Unmasked Estep
Score: -259522000.000000 Penalty: 72594.906250
Splitting cluster 12 changes total score from -259089056.000000 to -259522000.000000
So it's getting split into cluster 31.
Entering ConstructFrom:
Trying to split cluster 13 (128232 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 128232 members
Entering Unmasked Estep
Score: -18891248.000000 Penalty: 1911.259521
Iteration 0F: 2 clusters Score -1.889125e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64202 members
Mstep: Class 2 contains 64030 members
Entering Unmasked Estep
Score: -18910522.000000 Penalty: 3822.519043
Iteration 0F: 3 clusters Score -1.891052e+07 nChanged 61538
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 67068 members
Mstep: Class 2 contains 61164 members
Entering Unmasked Estep
Score: -18946860.000000 Penalty: 3822.519043
Iteration 1F: 3 clusters Score -1.894686e+07 nChanged 9512
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65170 members
Mstep: Class 2 contains 63062 members
Entering Unmasked Estep
Score: -18948806.000000 Penalty: 3822.519043
Iteration 2F: 3 clusters Score -1.894881e+07 nChanged 7073
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62459 members
Mstep: Class 2 contains 65773 members
Entering Unmasked Estep
Score: -18951650.000000 Penalty: 3822.519043
Iteration 3F: 3 clusters Score -1.895165e+07 nChanged 10134
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60787 members
Mstep: Class 2 contains 67445 members
Entering Unmasked Estep
Score: -18956574.000000 Penalty: 3822.519043
Iteration 4F: 3 clusters Score -1.895657e+07 nChanged 11813
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60754 members
Mstep: Class 2 contains 67478 members
Entering Unmasked Estep
Score: -18964636.000000 Penalty: 3822.519043
Iteration 5F: 3 clusters Score -1.896464e+07 nChanged 11046
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61586 members
Mstep: Class 2 contains 66646 members
Entering Unmasked Estep
Score: -18971728.000000 Penalty: 3822.519043
Iteration 6F: 3 clusters Score -1.897173e+07 nChanged 8108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62194 members
Mstep: Class 2 contains 66038 members
Entering Unmasked Estep
Score: -18974506.000000 Penalty: 3822.519043
Iteration 7F: 3 clusters Score -1.897451e+07 nChanged 4602
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62694 members
Mstep: Class 2 contains 65538 members
Entering Unmasked Estep
Score: -18975458.000000 Penalty: 3822.519043
Iteration 8Q: 3 clusters Score -1.897546e+07 nChanged 2747
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63289 members
Mstep: Class 2 contains 64943 members
Entering Unmasked Estep
Score: -18976322.000000 Penalty: 3822.519043
Iteration 9Q: 3 clusters Score -1.897632e+07 nChanged 2141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63862 members
Mstep: Class 2 contains 64370 members
Entering Unmasked Estep
Score: -18976934.000000 Penalty: 3822.519043
Iteration 10Q: 3 clusters Score -1.897693e+07 nChanged 2021
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64275 members
Mstep: Class 2 contains 63957 members
Entering Unmasked Estep
Score: -18977232.000000 Penalty: 3822.519043
Iteration 11Q: 3 clusters Score -1.897723e+07 nChanged 1924
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64521 members
Mstep: Class 2 contains 63711 members
Entering Unmasked Estep
Score: -18977376.000000 Penalty: 3822.519043
Iteration 12Q: 3 clusters Score -1.897738e+07 nChanged 1868
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64651 members
Mstep: Class 2 contains 63581 members
Entering Unmasked Estep
Score: -18977670.000000 Penalty: 3822.519043
Iteration 13Q: 3 clusters Score -1.897767e+07 nChanged 1810
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64695 members
Mstep: Class 2 contains 63537 members
Entering Unmasked Estep
Score: -18977966.000000 Penalty: 3822.519043
Iteration 14Q: 3 clusters Score -1.897797e+07 nChanged 1685
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64680 members
Mstep: Class 2 contains 63552 members
Entering Unmasked Estep
Score: -18978116.000000 Penalty: 3822.519043
Iteration 15Q: 3 clusters Score -1.897812e+07 nChanged 1623
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64615 members
Mstep: Class 2 contains 63617 members
Entering Unmasked Estep
Score: -18978352.000000 Penalty: 3822.519043
Iteration 16Q: 3 clusters Score -1.897835e+07 nChanged 1577
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64506 members
Mstep: Class 2 contains 63726 members
Entering Unmasked Estep
Score: -18978664.000000 Penalty: 3822.519043
Iteration 17Q: 3 clusters Score -1.897866e+07 nChanged 1549
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64329 members
Mstep: Class 2 contains 63903 members
Entering Unmasked Estep
Score: -18979010.000000 Penalty: 3822.519043
Iteration 18Q: 3 clusters Score -1.897901e+07 nChanged 1566
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64181 members
Mstep: Class 2 contains 64051 members
Entering Unmasked Estep
Score: -18979358.000000 Penalty: 3822.519043
Iteration 19Q: 3 clusters Score -1.897936e+07 nChanged 1582
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64101 members
Mstep: Class 2 contains 64131 members
Entering Unmasked Estep
Score: -18979686.000000 Penalty: 3822.519043
Iteration 20F: 3 clusters Score -1.897969e+07 nChanged 1637
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64044 members
Mstep: Class 2 contains 64188 members
Entering Unmasked Estep
Score: -18980282.000000 Penalty: 3822.519043
Iteration 21Q: 3 clusters Score -1.898028e+07 nChanged 1681
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64053 members
Mstep: Class 2 contains 64179 members
Entering Unmasked Estep
Score: -18980928.000000 Penalty: 3822.519043
Iteration 22Q: 3 clusters Score -1.898093e+07 nChanged 1740
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64141 members
Mstep: Class 2 contains 64091 members
Entering Unmasked Estep
Score: -18981410.000000 Penalty: 3822.519043
Iteration 23Q: 3 clusters Score -1.898141e+07 nChanged 1799
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64320 members
Mstep: Class 2 contains 63912 members
Entering Unmasked Estep
Score: -18982042.000000 Penalty: 3822.519043
Iteration 24Q: 3 clusters Score -1.898204e+07 nChanged 2009
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64549 members
Mstep: Class 2 contains 63683 members
Entering Unmasked Estep
Score: -18982640.000000 Penalty: 3822.519043
Iteration 25Q: 3 clusters Score -1.898264e+07 nChanged 2199
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64696 members
Mstep: Class 2 contains 63536 members
Entering Unmasked Estep
Score: -18983594.000000 Penalty: 3822.519043
Iteration 26Q: 3 clusters Score -1.898359e+07 nChanged 2430
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64948 members
Mstep: Class 2 contains 63284 members
Entering Unmasked Estep
Score: -18984728.000000 Penalty: 3822.519043
Iteration 27Q: 3 clusters Score -1.898473e+07 nChanged 2817
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65173 members
Mstep: Class 2 contains 63059 members
Entering Unmasked Estep
Score: -18986304.000000 Penalty: 3822.519043
Iteration 28Q: 3 clusters Score -1.89863e+07 nChanged 3060
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65361 members
Mstep: Class 2 contains 62871 members
Entering Unmasked Estep
Score: -18987770.000000 Penalty: 3822.519043
Iteration 29Q: 3 clusters Score -1.898777e+07 nChanged 3218
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65369 members
Mstep: Class 2 contains 62863 members
Entering Unmasked Estep
Score: -18989540.000000 Penalty: 3822.519043
Iteration 30Q: 3 clusters Score -1.898954e+07 nChanged 3060
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65233 members
Mstep: Class 2 contains 62999 members
Entering Unmasked Estep
Score: -18991148.000000 Penalty: 3822.519043
Iteration 31Q: 3 clusters Score -1.899115e+07 nChanged 2843
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64906 members
Mstep: Class 2 contains 63326 members
Entering Unmasked Estep
Score: -18992382.000000 Penalty: 3822.519043
Iteration 32Q: 3 clusters Score -1.899238e+07 nChanged 2458
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64460 members
Mstep: Class 2 contains 63772 members
Entering Unmasked Estep
Score: -18993426.000000 Penalty: 3822.519043
Iteration 33Q: 3 clusters Score -1.899343e+07 nChanged 2073
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63973 members
Mstep: Class 2 contains 64259 members
Entering Unmasked Estep
Score: -18994234.000000 Penalty: 3822.519043
Iteration 34Q: 3 clusters Score -1.899423e+07 nChanged 1812
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63467 members
Mstep: Class 2 contains 64765 members
Entering Unmasked Estep
Score: -18994834.000000 Penalty: 3822.519043
Iteration 35Q: 3 clusters Score -1.899483e+07 nChanged 1615
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62986 members
Mstep: Class 2 contains 65246 members
Entering Unmasked Estep
Score: -18995140.000000 Penalty: 3822.519043
Iteration 36Q: 3 clusters Score -1.899514e+07 nChanged 1428
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62578 members
Mstep: Class 2 contains 65654 members
Entering Unmasked Estep
Score: -18995264.000000 Penalty: 3822.519043
Iteration 37Q: 3 clusters Score -1.899526e+07 nChanged 1400
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62212 members
Mstep: Class 2 contains 66020 members
Entering Unmasked Estep
Score: -18995238.000000 Penalty: 3822.519043
Iteration 38Q: 3 clusters Score -1.899524e+07 nChanged 1287
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61883 members
Mstep: Class 2 contains 66349 members
Entering Unmasked Estep
Score: -18995018.000000 Penalty: 3822.519043
Iteration 39Q: 3 clusters Score -1.899502e+07 nChanged 1114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61697 members
Mstep: Class 2 contains 66535 members
Entering Unmasked Estep
Score: -18995178.000000 Penalty: 3822.519043
Iteration 40F: 3 clusters Score -1.899518e+07 nChanged 1005
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61702 members
Mstep: Class 2 contains 66530 members
Entering Unmasked Estep
Score: -18995138.000000 Penalty: 3822.519043
Iteration 41Q: 3 clusters Score -1.899514e+07 nChanged 749
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61725 members
Mstep: Class 2 contains 66507 members
Entering Unmasked Estep
Score: -18995144.000000 Penalty: 3822.519043
Iteration 42Q: 3 clusters Score -1.899514e+07 nChanged 587
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61734 members
Mstep: Class 2 contains 66498 members
Entering Unmasked Estep
Score: -18995152.000000 Penalty: 3822.519043
Iteration 43Q: 3 clusters Score -1.899515e+07 nChanged 521
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61747 members
Mstep: Class 2 contains 66485 members
Entering Unmasked Estep
Score: -18995084.000000 Penalty: 3822.519043
Iteration 44Q: 3 clusters Score -1.899508e+07 nChanged 446
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61767 members
Mstep: Class 2 contains 66465 members
Entering Unmasked Estep
Score: -18995058.000000 Penalty: 3822.519043
Iteration 45Q: 3 clusters Score -1.899506e+07 nChanged 353
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61820 members
Mstep: Class 2 contains 66412 members
Entering Unmasked Estep
Score: -18995094.000000 Penalty: 3822.519043
Iteration 46Q: 3 clusters Score -1.899509e+07 nChanged 236
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61850 members
Mstep: Class 2 contains 66382 members
Entering Unmasked Estep
Score: -18995112.000000 Penalty: 3822.519043
Iteration 47Q: 3 clusters Score -1.899511e+07 nChanged 199
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61857 members
Mstep: Class 2 contains 66375 members
Entering Unmasked Estep
Score: -18995120.000000 Penalty: 3822.519043
Iteration 48Q: 3 clusters Score -1.899512e+07 nChanged 182
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61855 members
Mstep: Class 2 contains 66377 members
Entering Unmasked Estep
Score: -18995110.000000 Penalty: 3822.519043
Iteration 49Q: 3 clusters Score -1.899511e+07 nChanged 168
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61837 members
Mstep: Class 2 contains 66395 members
Entering Unmasked Estep
Score: -18995080.000000 Penalty: 3822.519043
Iteration 50Q: 3 clusters Score -1.899508e+07 nChanged 156
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61819 members
Mstep: Class 2 contains 66413 members
Entering Unmasked Estep
Score: -18995084.000000 Penalty: 3822.519043
Iteration 51Q: 3 clusters Score -1.899508e+07 nChanged 116
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61791 members
Mstep: Class 2 contains 66441 members
Entering Unmasked Estep
Score: -18995068.000000 Penalty: 3822.519043
Iteration 52Q: 3 clusters Score -1.899507e+07 nChanged 99
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61750 members
Mstep: Class 2 contains 66482 members
Entering Unmasked Estep
Score: -18995014.000000 Penalty: 3822.519043
Iteration 53Q: 3 clusters Score -1.899501e+07 nChanged 124
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61720 members
Mstep: Class 2 contains 66512 members
Entering Unmasked Estep
Score: -18994960.000000 Penalty: 3822.519043
Iteration 54Q: 3 clusters Score -1.899496e+07 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61689 members
Mstep: Class 2 contains 66543 members
Entering Unmasked Estep
Score: -18994946.000000 Penalty: 3822.519043
Iteration 55Q: 3 clusters Score -1.899495e+07 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61673 members
Mstep: Class 2 contains 66559 members
Entering Unmasked Estep
Score: -18994958.000000 Penalty: 3822.519043
Iteration 56Q: 3 clusters Score -1.899496e+07 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61654 members
Mstep: Class 2 contains 66578 members
Entering Unmasked Estep
Score: -18994962.000000 Penalty: 3822.519043
Iteration 57Q: 3 clusters Score -1.899496e+07 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61644 members
Mstep: Class 2 contains 66588 members
Entering Unmasked Estep
Score: -18994930.000000 Penalty: 3822.519043
Iteration 58Q: 3 clusters Score -1.899493e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61644 members
Mstep: Class 2 contains 66588 members
Entering Unmasked Estep
Score: -18994898.000000 Penalty: 3822.519043
Iteration 59Q: 3 clusters Score -1.89949e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61659 members
Mstep: Class 2 contains 66573 members
Entering Unmasked Estep
Score: -18994934.000000 Penalty: 3822.519043
Iteration 60F: 3 clusters Score -1.899493e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61671 members
Mstep: Class 2 contains 66561 members
Entering Unmasked Estep
Score: -18994962.000000 Penalty: 3822.519043
Iteration 61Q: 3 clusters Score -1.899496e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61684 members
Mstep: Class 2 contains 66548 members
Entering Unmasked Estep
Score: -18994966.000000 Penalty: 3822.519043
Iteration 62Q: 3 clusters Score -1.899497e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61694 members
Mstep: Class 2 contains 66538 members
Entering Unmasked Estep
Score: -18994970.000000 Penalty: 3822.519043
Iteration 63Q: 3 clusters Score -1.899497e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61714 members
Mstep: Class 2 contains 66518 members
Entering Unmasked Estep
Score: -18995002.000000 Penalty: 3822.519043
Iteration 64Q: 3 clusters Score -1.8995e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61731 members
Mstep: Class 2 contains 66501 members
Entering Unmasked Estep
Score: -18995004.000000 Penalty: 3822.519043
Iteration 65Q: 3 clusters Score -1.8995e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61743 members
Mstep: Class 2 contains 66489 members
Entering Unmasked Estep
Score: -18995026.000000 Penalty: 3822.519043
Iteration 66Q: 3 clusters Score -1.899503e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61746 members
Mstep: Class 2 contains 66486 members
Entering Unmasked Estep
Score: -18995014.000000 Penalty: 3822.519043
Iteration 67Q: 3 clusters Score -1.899501e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61748 members
Mstep: Class 2 contains 66484 members
Entering Unmasked Estep
Score: -18995004.000000 Penalty: 3822.519043
Iteration 68Q: 3 clusters Score -1.8995e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61750 members
Mstep: Class 2 contains 66482 members
Entering Unmasked Estep
Score: -18995004.000000 Penalty: 3822.519043
Iteration 69Q: 3 clusters Score -1.8995e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61752 members
Mstep: Class 2 contains 66480 members
Entering Unmasked Estep
Score: -18995002.000000 Penalty: 3822.519043
Iteration 70Q: 3 clusters Score -1.8995e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61755 members
Mstep: Class 2 contains 66477 members
Entering Unmasked Estep
Score: -18995002.000000 Penalty: 3822.519043
Iteration 71Q: 3 clusters Score -1.8995e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61754 members
Mstep: Class 2 contains 66478 members
Entering Unmasked Estep
Score: -18994998.000000 Penalty: 3822.519043
Iteration 72Q: 3 clusters Score -1.8995e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61753 members
Mstep: Class 2 contains 66479 members
Entering Unmasked Estep
Score: -18994984.000000 Penalty: 3822.519043
Iteration 73Q: 3 clusters Score -1.899498e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61753 members
Mstep: Class 2 contains 66479 members
Entering Unmasked Estep
Score: -18994984.000000 Penalty: 3822.519043
Iteration 74F: 3 clusters Score -1.899498e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 6315 members
Mstep: Class 2 contains 72161 members
Mstep: Class 3 contains 999 members
Mstep: Class 4 contains 39328 members
Mstep: Class 5 contains 31667 members
Mstep: Class 6 contains 57179 members
Mstep: Class 7 contains 4546 members
Mstep: Class 8 contains 64647 members
Mstep: Class 9 contains 60979 members
Mstep: Class 10 contains 57197 members
Mstep: Class 11 contains 44334 members
Mstep: Class 12 contains 58858 members
Mstep: Class 13 contains 61753 members
Mstep: Class 14 contains 62928 members
Mstep: Class 15 contains 121427 members
Mstep: Class 16 contains 113386 members
Mstep: Class 17 contains 81844 members
Mstep: Class 18 contains 116355 members
Mstep: Class 19 contains 116441 members
Mstep: Class 20 contains 75801 members
Mstep: Class 21 contains 74075 members
Mstep: Class 22 contains 1756 members
Mstep: Class 23 contains 20795 members
Mstep: Class 24 contains 58736 members
Mstep: Class 25 contains 56826 members
Mstep: Class 26 contains 2732 members
Mstep: Class 27 contains 52784 members
Mstep: Class 28 contains 42725 members
Mstep: Class 29 contains 57802 members
Mstep: Class 30 contains 69837 members
Mstep: Class 31 contains 60941 members
Mstep: Class 32 contains 66479 members
Entering Unmasked Estep
Score: -259591184.000000 Penalty: 74936.671875
Splitting cluster 13 changes total score from -259089056.000000 to -259591184.000000
So it's getting split into cluster 32.
Entering ConstructFrom:
Trying to split cluster 14 (62928 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62928 members
Entering Unmasked Estep
Score: -9215094.000000 Penalty: 1795.583862
Iteration 0F: 2 clusters Score -9215094 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31637 members
Mstep: Class 2 contains 31291 members
Entering Unmasked Estep
Score: -9182364.000000 Penalty: 3591.167725
Iteration 0F: 3 clusters Score -9182364 nChanged 29777
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33626 members
Mstep: Class 2 contains 29302 members
Entering Unmasked Estep
Score: -9199798.000000 Penalty: 3591.167725
Iteration 1F: 3 clusters Score -9199798 nChanged 3097
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34909 members
Mstep: Class 2 contains 28019 members
Entering Unmasked Estep
Score: -9201137.000000 Penalty: 3591.167725
Iteration 2Q: 3 clusters Score -9201137 nChanged 3481
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36632 members
Mstep: Class 2 contains 26296 members
Entering Unmasked Estep
Score: -9202985.000000 Penalty: 3591.167725
Iteration 3F: 3 clusters Score -9202985 nChanged 3882
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38716 members
Mstep: Class 2 contains 24212 members
Entering Unmasked Estep
Score: -9205460.000000 Penalty: 3591.167725
Iteration 4F: 3 clusters Score -9205460 nChanged 4006
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40746 members
Mstep: Class 2 contains 22182 members
Entering Unmasked Estep
Score: -9208598.000000 Penalty: 3591.167725
Iteration 5F: 3 clusters Score -9208598 nChanged 4059
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42387 members
Mstep: Class 2 contains 20541 members
Entering Unmasked Estep
Score: -9212290.000000 Penalty: 3591.167725
Iteration 6F: 3 clusters Score -9212290 nChanged 3828
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43413 members
Mstep: Class 2 contains 19515 members
Entering Unmasked Estep
Score: -9216143.000000 Penalty: 3591.167725
Iteration 7F: 3 clusters Score -9216143 nChanged 3330
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43845 members
Mstep: Class 2 contains 19083 members
Entering Unmasked Estep
Score: -9221101.000000 Penalty: 3591.167725
Iteration 8F: 3 clusters Score -9221101 nChanged 3040
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43481 members
Mstep: Class 2 contains 19447 members
Entering Unmasked Estep
Score: -9229248.000000 Penalty: 3591.167725
Iteration 9Q: 3 clusters Score -9229248 nChanged 3350
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41371 members
Mstep: Class 2 contains 21557 members
Entering Unmasked Estep
Score: -9235047.000000 Penalty: 3591.167725
Iteration 10F: 3 clusters Score -9235047 nChanged 3610
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38689 members
Mstep: Class 2 contains 24239 members
Entering Unmasked Estep
Score: -9239309.000000 Penalty: 3591.167725
Iteration 11F: 3 clusters Score -9239309 nChanged 3418
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36001 members
Mstep: Class 2 contains 26927 members
Entering Unmasked Estep
Score: -9242520.000000 Penalty: 3591.167725
Iteration 12F: 3 clusters Score -9242520 nChanged 2931
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33674 members
Mstep: Class 2 contains 29254 members
Entering Unmasked Estep
Score: -9245192.000000 Penalty: 3591.167725
Iteration 13Q: 3 clusters Score -9245192 nChanged 2629
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31511 members
Mstep: Class 2 contains 31417 members
Entering Unmasked Estep
Score: -9247459.000000 Penalty: 3591.167725
Iteration 14Q: 3 clusters Score -9247459 nChanged 2284
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29637 members
Mstep: Class 2 contains 33291 members
Entering Unmasked Estep
Score: -9249359.000000 Penalty: 3591.167725
Iteration 15Q: 3 clusters Score -9249359 nChanged 1956
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27969 members
Mstep: Class 2 contains 34959 members
Entering Unmasked Estep
Score: -9250860.000000 Penalty: 3591.167725
Iteration 16Q: 3 clusters Score -9250860 nChanged 1384
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26825 members
Mstep: Class 2 contains 36103 members
Entering Unmasked Estep
Score: -9251475.000000 Penalty: 3591.167725
Iteration 17Q: 3 clusters Score -9251475 nChanged 737
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 26264 members
Mstep: Class 2 contains 36664 members
Entering Unmasked Estep
Score: -9251716.000000 Penalty: 3591.167725
Iteration 18Q: 3 clusters Score -9251716 nChanged 351
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25991 members
Mstep: Class 2 contains 36937 members
Entering Unmasked Estep
Score: -9251787.000000 Penalty: 3591.167725
Iteration 19Q: 3 clusters Score -9251787 nChanged 161
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25854 members
Mstep: Class 2 contains 37074 members
Entering Unmasked Estep
Score: -9252457.000000 Penalty: 3591.167725
Iteration 20F: 3 clusters Score -9252457 nChanged 524
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25334 members
Mstep: Class 2 contains 37594 members
Entering Unmasked Estep
Score: -9252871.000000 Penalty: 3591.167725
Iteration 21Q: 3 clusters Score -9252871 nChanged 310
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25104 members
Mstep: Class 2 contains 37824 members
Entering Unmasked Estep
Score: -9252904.000000 Penalty: 3591.167725
Iteration 22Q: 3 clusters Score -9252904 nChanged 184
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24972 members
Mstep: Class 2 contains 37956 members
Entering Unmasked Estep
Score: -9252922.000000 Penalty: 3591.167725
Iteration 23Q: 3 clusters Score -9252922 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24883 members
Mstep: Class 2 contains 38045 members
Entering Unmasked Estep
Score: -9252928.000000 Penalty: 3591.167725
Iteration 24Q: 3 clusters Score -9252928 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24817 members
Mstep: Class 2 contains 38111 members
Entering Unmasked Estep
Score: -9252947.000000 Penalty: 3591.167725
Iteration 25Q: 3 clusters Score -9252947 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24766 members
Mstep: Class 2 contains 38162 members
Entering Unmasked Estep
Score: -9252965.000000 Penalty: 3591.167725
Iteration 26Q: 3 clusters Score -9252965 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24717 members
Mstep: Class 2 contains 38211 members
Entering Unmasked Estep
Score: -9252964.000000 Penalty: 3591.167725
Iteration 27Q: 3 clusters Score -9252964 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24686 members
Mstep: Class 2 contains 38242 members
Entering Unmasked Estep
Score: -9252973.000000 Penalty: 3591.167725
Iteration 28Q: 3 clusters Score -9252973 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24654 members
Mstep: Class 2 contains 38274 members
Entering Unmasked Estep
Score: -9252997.000000 Penalty: 3591.167725
Iteration 29Q: 3 clusters Score -9252997 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24630 members
Mstep: Class 2 contains 38298 members
Entering Unmasked Estep
Score: -9252988.000000 Penalty: 3591.167725
Iteration 30Q: 3 clusters Score -9252988 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24607 members
Mstep: Class 2 contains 38321 members
Entering Unmasked Estep
Score: -9252991.000000 Penalty: 3591.167725
Iteration 31Q: 3 clusters Score -9252991 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24588 members
Mstep: Class 2 contains 38340 members
Entering Unmasked Estep
Score: -9252997.000000 Penalty: 3591.167725
Iteration 32Q: 3 clusters Score -9252997 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24570 members
Mstep: Class 2 contains 38358 members
Entering Unmasked Estep
Score: -9252998.000000 Penalty: 3591.167725
Iteration 33Q: 3 clusters Score -9252998 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24553 members
Mstep: Class 2 contains 38375 members
Entering Unmasked Estep
Score: -9252995.000000 Penalty: 3591.167725
Iteration 34Q: 3 clusters Score -9252995 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24540 members
Mstep: Class 2 contains 38388 members
Entering Unmasked Estep
Score: -9252993.000000 Penalty: 3591.167725
Iteration 35Q: 3 clusters Score -9252993 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24527 members
Mstep: Class 2 contains 38401 members
Entering Unmasked Estep
Score: -9252990.000000 Penalty: 3591.167725
Iteration 36Q: 3 clusters Score -9252990 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24518 members
Mstep: Class 2 contains 38410 members
Entering Unmasked Estep
Score: -9252997.000000 Penalty: 3591.167725
Iteration 37Q: 3 clusters Score -9252997 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24510 members
Mstep: Class 2 contains 38418 members
Entering Unmasked Estep
Score: -9253005.000000 Penalty: 3591.167725
Iteration 38Q: 3 clusters Score -9253005 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24504 members
Mstep: Class 2 contains 38424 members
Entering Unmasked Estep
Score: -9253002.000000 Penalty: 3591.167725
Iteration 39Q: 3 clusters Score -9253002 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24498 members
Mstep: Class 2 contains 38430 members
Entering Unmasked Estep
Score: -9253006.000000 Penalty: 3591.167725
Iteration 40F: 3 clusters Score -9253006 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24497 members
Mstep: Class 2 contains 38431 members
Entering Unmasked Estep
Score: -9253007.000000 Penalty: 3591.167725
Iteration 41Q: 3 clusters Score -9253007 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24494 members
Mstep: Class 2 contains 38434 members
Entering Unmasked Estep
Score: -9253005.000000 Penalty: 3591.167725
Iteration 42Q: 3 clusters Score -9253005 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24492 members
Mstep: Class 2 contains 38436 members
Entering Unmasked Estep
Score: -9252991.000000 Penalty: 3591.167725
Iteration 43Q: 3 clusters Score -9252991 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24490 members
Mstep: Class 2 contains 38438 members
Entering Unmasked Estep
Score: -9253003.000000 Penalty: 3591.167725
Iteration 44Q: 3 clusters Score -9253003 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24490 members
Mstep: Class 2 contains 38438 members
Entering Unmasked Estep
Score: -9253003.000000 Penalty: 3591.167725
Iteration 45F: 3 clusters Score -9253003 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 6315 members
Mstep: Class 2 contains 72161 members
Mstep: Class 3 contains 999 members
Mstep: Class 4 contains 39328 members
Mstep: Class 5 contains 31667 members
Mstep: Class 6 contains 57179 members
Mstep: Class 7 contains 4546 members
Mstep: Class 8 contains 64647 members
Mstep: Class 9 contains 60979 members
Mstep: Class 10 contains 57197 members
Mstep: Class 11 contains 44334 members
Mstep: Class 12 contains 58858 members
Mstep: Class 13 contains 61753 members
Mstep: Class 14 contains 24490 members
Mstep: Class 15 contains 121427 members
Mstep: Class 16 contains 113386 members
Mstep: Class 17 contains 81844 members
Mstep: Class 18 contains 116355 members
Mstep: Class 19 contains 116441 members
Mstep: Class 20 contains 75801 members
Mstep: Class 21 contains 74075 members
Mstep: Class 22 contains 1756 members
Mstep: Class 23 contains 20795 members
Mstep: Class 24 contains 58736 members
Mstep: Class 25 contains 56826 members
Mstep: Class 26 contains 2732 members
Mstep: Class 27 contains 52784 members
Mstep: Class 28 contains 42725 members
Mstep: Class 29 contains 57802 members
Mstep: Class 30 contains 69837 members
Mstep: Class 31 contains 60941 members
Mstep: Class 32 contains 66479 members
Mstep: Class 33 contains 38438 members
Entering Unmasked Estep
Score: -259612848.000000 Penalty: 77278.445312
Splitting cluster 14 changes total score from -259089056.000000 to -259612848.000000
So it's getting split into cluster 33.
Entering ConstructFrom:
Trying to split cluster 15 (121427 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 121427 members
Entering Unmasked Estep
Score: -17458124.000000 Penalty: 1902.398682
Iteration 0F: 2 clusters Score -1.745812e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60694 members
Mstep: Class 2 contains 60733 members
Entering Unmasked Estep
Score: -17465214.000000 Penalty: 3804.797363
Iteration 0F: 3 clusters Score -1.746521e+07 nChanged 58351
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59825 members
Mstep: Class 2 contains 61602 members
Entering Unmasked Estep
Score: -17501124.000000 Penalty: 3804.797363
Iteration 1F: 3 clusters Score -1.750112e+07 nChanged 5819
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59442 members
Mstep: Class 2 contains 61985 members
Entering Unmasked Estep
Score: -17503204.000000 Penalty: 3804.797363
Iteration 2Q: 3 clusters Score -1.75032e+07 nChanged 6603
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58675 members
Mstep: Class 2 contains 62752 members
Entering Unmasked Estep
Score: -17506386.000000 Penalty: 3804.797363
Iteration 3F: 3 clusters Score -1.750639e+07 nChanged 7628
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57453 members
Mstep: Class 2 contains 63974 members
Entering Unmasked Estep
Score: -17510636.000000 Penalty: 3804.797363
Iteration 4F: 3 clusters Score -1.751064e+07 nChanged 8534
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56253 members
Mstep: Class 2 contains 65174 members
Entering Unmasked Estep
Score: -17515656.000000 Penalty: 3804.797363
Iteration 5F: 3 clusters Score -1.751566e+07 nChanged 8511
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55778 members
Mstep: Class 2 contains 65649 members
Entering Unmasked Estep
Score: -17521156.000000 Penalty: 3804.797363
Iteration 6F: 3 clusters Score -1.752116e+07 nChanged 7706
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56144 members
Mstep: Class 2 contains 65283 members
Entering Unmasked Estep
Score: -17525444.000000 Penalty: 3804.797363
Iteration 7F: 3 clusters Score -1.752544e+07 nChanged 5868
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57008 members
Mstep: Class 2 contains 64419 members
Entering Unmasked Estep
Score: -17528152.000000 Penalty: 3804.797363
Iteration 8Q: 3 clusters Score -1.752815e+07 nChanged 4157
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57919 members
Mstep: Class 2 contains 63508 members
Entering Unmasked Estep
Score: -17529834.000000 Penalty: 3804.797363
Iteration 9Q: 3 clusters Score -1.752983e+07 nChanged 3228
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58723 members
Mstep: Class 2 contains 62704 members
Entering Unmasked Estep
Score: -17531156.000000 Penalty: 3804.797363
Iteration 10Q: 3 clusters Score -1.753116e+07 nChanged 2886
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59377 members
Mstep: Class 2 contains 62050 members
Entering Unmasked Estep
Score: -17532444.000000 Penalty: 3804.797363
Iteration 11Q: 3 clusters Score -1.753244e+07 nChanged 2611
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59918 members
Mstep: Class 2 contains 61509 members
Entering Unmasked Estep
Score: -17533474.000000 Penalty: 3804.797363
Iteration 12Q: 3 clusters Score -1.753347e+07 nChanged 2518
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60476 members
Mstep: Class 2 contains 60951 members
Entering Unmasked Estep
Score: -17534436.000000 Penalty: 3804.797363
Iteration 13Q: 3 clusters Score -1.753444e+07 nChanged 2404
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60916 members
Mstep: Class 2 contains 60511 members
Entering Unmasked Estep
Score: -17535214.000000 Penalty: 3804.797363
Iteration 14Q: 3 clusters Score -1.753521e+07 nChanged 2227
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61333 members
Mstep: Class 2 contains 60094 members
Entering Unmasked Estep
Score: -17535942.000000 Penalty: 3804.797363
Iteration 15Q: 3 clusters Score -1.753594e+07 nChanged 1998
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61771 members
Mstep: Class 2 contains 59656 members
Entering Unmasked Estep
Score: -17536448.000000 Penalty: 3804.797363
Iteration 16Q: 3 clusters Score -1.753645e+07 nChanged 1801
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62264 members
Mstep: Class 2 contains 59163 members
Entering Unmasked Estep
Score: -17536946.000000 Penalty: 3804.797363
Iteration 17Q: 3 clusters Score -1.753695e+07 nChanged 1722
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62828 members
Mstep: Class 2 contains 58599 members
Entering Unmasked Estep
Score: -17537242.000000 Penalty: 3804.797363
Iteration 18Q: 3 clusters Score -1.753724e+07 nChanged 1705
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63439 members
Mstep: Class 2 contains 57988 members
Entering Unmasked Estep
Score: -17537598.000000 Penalty: 3804.797363
Iteration 19Q: 3 clusters Score -1.75376e+07 nChanged 1664
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64185 members
Mstep: Class 2 contains 57242 members
Entering Unmasked Estep
Score: -17537892.000000 Penalty: 3804.797363
Iteration 20F: 3 clusters Score -1.753789e+07 nChanged 1674
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64919 members
Mstep: Class 2 contains 56508 members
Entering Unmasked Estep
Score: -17538090.000000 Penalty: 3804.797363
Iteration 21Q: 3 clusters Score -1.753809e+07 nChanged 1816
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65667 members
Mstep: Class 2 contains 55760 members
Entering Unmasked Estep
Score: -17538120.000000 Penalty: 3804.797363
Iteration 22Q: 3 clusters Score -1.753812e+07 nChanged 1798
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66247 members
Mstep: Class 2 contains 55180 members
Entering Unmasked Estep
Score: -17537962.000000 Penalty: 3804.797363
Iteration 23Q: 3 clusters Score -1.753796e+07 nChanged 1691
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66628 members
Mstep: Class 2 contains 54799 members
Entering Unmasked Estep
Score: -17537844.000000 Penalty: 3804.797363
Iteration 24Q: 3 clusters Score -1.753784e+07 nChanged 1542
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66868 members
Mstep: Class 2 contains 54559 members
Entering Unmasked Estep
Score: -17537584.000000 Penalty: 3804.797363
Iteration 25Q: 3 clusters Score -1.753758e+07 nChanged 1419
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66961 members
Mstep: Class 2 contains 54466 members
Entering Unmasked Estep
Score: -17537300.000000 Penalty: 3804.797363
Iteration 26Q: 3 clusters Score -1.75373e+07 nChanged 1270
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66985 members
Mstep: Class 2 contains 54442 members
Entering Unmasked Estep
Score: -17537110.000000 Penalty: 3804.797363
Iteration 27Q: 3 clusters Score -1.753711e+07 nChanged 1130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66865 members
Mstep: Class 2 contains 54562 members
Entering Unmasked Estep
Score: -17536806.000000 Penalty: 3804.797363
Iteration 28Q: 3 clusters Score -1.753681e+07 nChanged 984
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66655 members
Mstep: Class 2 contains 54772 members
Entering Unmasked Estep
Score: -17536570.000000 Penalty: 3804.797363
Iteration 29Q: 3 clusters Score -1.753657e+07 nChanged 965
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66428 members
Mstep: Class 2 contains 54999 members
Entering Unmasked Estep
Score: -17536296.000000 Penalty: 3804.797363
Iteration 30Q: 3 clusters Score -1.75363e+07 nChanged 891
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66315 members
Mstep: Class 2 contains 55112 members
Entering Unmasked Estep
Score: -17536154.000000 Penalty: 3804.797363
Iteration 31Q: 3 clusters Score -1.753615e+07 nChanged 793
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66240 members
Mstep: Class 2 contains 55187 members
Entering Unmasked Estep
Score: -17535936.000000 Penalty: 3804.797363
Iteration 32Q: 3 clusters Score -1.753594e+07 nChanged 689
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66219 members
Mstep: Class 2 contains 55208 members
Entering Unmasked Estep
Score: -17535854.000000 Penalty: 3804.797363
Iteration 33Q: 3 clusters Score -1.753585e+07 nChanged 598
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66173 members
Mstep: Class 2 contains 55254 members
Entering Unmasked Estep
Score: -17535800.000000 Penalty: 3804.797363
Iteration 34Q: 3 clusters Score -1.75358e+07 nChanged 599
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66148 members
Mstep: Class 2 contains 55279 members
Entering Unmasked Estep
Score: -17535732.000000 Penalty: 3804.797363
Iteration 35Q: 3 clusters Score -1.753573e+07 nChanged 569
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66087 members
Mstep: Class 2 contains 55340 members
Entering Unmasked Estep
Score: -17535542.000000 Penalty: 3804.797363
Iteration 36Q: 3 clusters Score -1.753554e+07 nChanged 535
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66042 members
Mstep: Class 2 contains 55385 members
Entering Unmasked Estep
Score: -17535388.000000 Penalty: 3804.797363
Iteration 37Q: 3 clusters Score -1.753539e+07 nChanged 459
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66035 members
Mstep: Class 2 contains 55392 members
Entering Unmasked Estep
Score: -17535296.000000 Penalty: 3804.797363
Iteration 38Q: 3 clusters Score -1.75353e+07 nChanged 408
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 66009 members
Mstep: Class 2 contains 55418 members
Entering Unmasked Estep
Score: -17535130.000000 Penalty: 3804.797363
Iteration 39Q: 3 clusters Score -1.753513e+07 nChanged 377
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65984 members
Mstep: Class 2 contains 55443 members
Entering Unmasked Estep
Score: -17535052.000000 Penalty: 3804.797363
Iteration 40F: 3 clusters Score -1.753505e+07 nChanged 347
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65967 members
Mstep: Class 2 contains 55460 members
Entering Unmasked Estep
Score: -17535002.000000 Penalty: 3804.797363
Iteration 41Q: 3 clusters Score -1.7535e+07 nChanged 303
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65968 members
Mstep: Class 2 contains 55459 members
Entering Unmasked Estep
Score: -17534892.000000 Penalty: 3804.797363
Iteration 42Q: 3 clusters Score -1.753489e+07 nChanged 291
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65957 members
Mstep: Class 2 contains 55470 members
Entering Unmasked Estep
Score: -17534862.000000 Penalty: 3804.797363
Iteration 43Q: 3 clusters Score -1.753486e+07 nChanged 262
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65919 members
Mstep: Class 2 contains 55508 members
Entering Unmasked Estep
Score: -17534830.000000 Penalty: 3804.797363
Iteration 44Q: 3 clusters Score -1.753483e+07 nChanged 250
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65869 members
Mstep: Class 2 contains 55558 members
Entering Unmasked Estep
Score: -17534848.000000 Penalty: 3804.797363
Iteration 45Q: 3 clusters Score -1.753485e+07 nChanged 237
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65850 members
Mstep: Class 2 contains 55577 members
Entering Unmasked Estep
Score: -17534770.000000 Penalty: 3804.797363
Iteration 46Q: 3 clusters Score -1.753477e+07 nChanged 227
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65845 members
Mstep: Class 2 contains 55582 members
Entering Unmasked Estep
Score: -17534742.000000 Penalty: 3804.797363
Iteration 47Q: 3 clusters Score -1.753474e+07 nChanged 187
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65844 members
Mstep: Class 2 contains 55583 members
Entering Unmasked Estep
Score: -17534700.000000 Penalty: 3804.797363
Iteration 48Q: 3 clusters Score -1.75347e+07 nChanged 175
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65811 members
Mstep: Class 2 contains 55616 members
Entering Unmasked Estep
Score: -17534636.000000 Penalty: 3804.797363
Iteration 49Q: 3 clusters Score -1.753464e+07 nChanged 170
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65757 members
Mstep: Class 2 contains 55670 members
Entering Unmasked Estep
Score: -17534552.000000 Penalty: 3804.797363
Iteration 50Q: 3 clusters Score -1.753455e+07 nChanged 166
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65711 members
Mstep: Class 2 contains 55716 members
Entering Unmasked Estep
Score: -17534476.000000 Penalty: 3804.797363
Iteration 51Q: 3 clusters Score -1.753448e+07 nChanged 167
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65676 members
Mstep: Class 2 contains 55751 members
Entering Unmasked Estep
Score: -17534450.000000 Penalty: 3804.797363
Iteration 52Q: 3 clusters Score -1.753445e+07 nChanged 168
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65646 members
Mstep: Class 2 contains 55781 members
Entering Unmasked Estep
Score: -17534386.000000 Penalty: 3804.797363
Iteration 53Q: 3 clusters Score -1.753439e+07 nChanged 175
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65629 members
Mstep: Class 2 contains 55798 members
Entering Unmasked Estep
Score: -17534330.000000 Penalty: 3804.797363
Iteration 54Q: 3 clusters Score -1.753433e+07 nChanged 176
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65649 members
Mstep: Class 2 contains 55778 members
Entering Unmasked Estep
Score: -17534302.000000 Penalty: 3804.797363
Iteration 55Q: 3 clusters Score -1.75343e+07 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65647 members
Mstep: Class 2 contains 55780 members
Entering Unmasked Estep
Score: -17534264.000000 Penalty: 3804.797363
Iteration 56Q: 3 clusters Score -1.753426e+07 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65643 members
Mstep: Class 2 contains 55784 members
Entering Unmasked Estep
Score: -17534216.000000 Penalty: 3804.797363
Iteration 57Q: 3 clusters Score -1.753422e+07 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65635 members
Mstep: Class 2 contains 55792 members
Entering Unmasked Estep
Score: -17534200.000000 Penalty: 3804.797363
Iteration 58Q: 3 clusters Score -1.75342e+07 nChanged 157
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65610 members
Mstep: Class 2 contains 55817 members
Entering Unmasked Estep
Score: -17534142.000000 Penalty: 3804.797363
Iteration 59Q: 3 clusters Score -1.753414e+07 nChanged 123
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65601 members
Mstep: Class 2 contains 55826 members
Entering Unmasked Estep
Score: -17534106.000000 Penalty: 3804.797363
Iteration 60F: 3 clusters Score -1.753411e+07 nChanged 124
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65587 members
Mstep: Class 2 contains 55840 members
Entering Unmasked Estep
Score: -17534064.000000 Penalty: 3804.797363
Iteration 61Q: 3 clusters Score -1.753406e+07 nChanged 114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65593 members
Mstep: Class 2 contains 55834 members
Entering Unmasked Estep
Score: -17534010.000000 Penalty: 3804.797363
Iteration 62Q: 3 clusters Score -1.753401e+07 nChanged 119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65586 members
Mstep: Class 2 contains 55841 members
Entering Unmasked Estep
Score: -17533984.000000 Penalty: 3804.797363
Iteration 63Q: 3 clusters Score -1.753398e+07 nChanged 106
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65564 members
Mstep: Class 2 contains 55863 members
Entering Unmasked Estep
Score: -17533968.000000 Penalty: 3804.797363
Iteration 64Q: 3 clusters Score -1.753397e+07 nChanged 110
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65538 members
Mstep: Class 2 contains 55889 members
Entering Unmasked Estep
Score: -17533938.000000 Penalty: 3804.797363
Iteration 65Q: 3 clusters Score -1.753394e+07 nChanged 119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65529 members
Mstep: Class 2 contains 55898 members
Entering Unmasked Estep
Score: -17533922.000000 Penalty: 3804.797363
Iteration 66Q: 3 clusters Score -1.753392e+07 nChanged 100
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65513 members
Mstep: Class 2 contains 55914 members
Entering Unmasked Estep
Score: -17533894.000000 Penalty: 3804.797363
Iteration 67Q: 3 clusters Score -1.753389e+07 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65500 members
Mstep: Class 2 contains 55927 members
Entering Unmasked Estep
Score: -17533846.000000 Penalty: 3804.797363
Iteration 68Q: 3 clusters Score -1.753385e+07 nChanged 113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65481 members
Mstep: Class 2 contains 55946 members
Entering Unmasked Estep
Score: -17533824.000000 Penalty: 3804.797363
Iteration 69Q: 3 clusters Score -1.753382e+07 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65472 members
Mstep: Class 2 contains 55955 members
Entering Unmasked Estep
Score: -17533772.000000 Penalty: 3804.797363
Iteration 70Q: 3 clusters Score -1.753377e+07 nChanged 99
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65459 members
Mstep: Class 2 contains 55968 members
Entering Unmasked Estep
Score: -17533738.000000 Penalty: 3804.797363
Iteration 71Q: 3 clusters Score -1.753374e+07 nChanged 117
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65436 members
Mstep: Class 2 contains 55991 members
Entering Unmasked Estep
Score: -17533706.000000 Penalty: 3804.797363
Iteration 72Q: 3 clusters Score -1.753371e+07 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65433 members
Mstep: Class 2 contains 55994 members
Entering Unmasked Estep
Score: -17533658.000000 Penalty: 3804.797363
Iteration 73Q: 3 clusters Score -1.753366e+07 nChanged 125
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65422 members
Mstep: Class 2 contains 56005 members
Entering Unmasked Estep
Score: -17533598.000000 Penalty: 3804.797363
Iteration 74Q: 3 clusters Score -1.75336e+07 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65390 members
Mstep: Class 2 contains 56037 members
Entering Unmasked Estep
Score: -17533558.000000 Penalty: 3804.797363
Iteration 75Q: 3 clusters Score -1.753356e+07 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65350 members
Mstep: Class 2 contains 56077 members
Entering Unmasked Estep
Score: -17533554.000000 Penalty: 3804.797363
Iteration 76Q: 3 clusters Score -1.753355e+07 nChanged 141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65323 members
Mstep: Class 2 contains 56104 members
Entering Unmasked Estep
Score: -17533516.000000 Penalty: 3804.797363
Iteration 77Q: 3 clusters Score -1.753352e+07 nChanged 144
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65299 members
Mstep: Class 2 contains 56128 members
Entering Unmasked Estep
Score: -17533496.000000 Penalty: 3804.797363
Iteration 78Q: 3 clusters Score -1.75335e+07 nChanged 127
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65272 members
Mstep: Class 2 contains 56155 members
Entering Unmasked Estep
Score: -17533452.000000 Penalty: 3804.797363
Iteration 79Q: 3 clusters Score -1.753345e+07 nChanged 118
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65242 members
Mstep: Class 2 contains 56185 members
Entering Unmasked Estep
Score: -17533402.000000 Penalty: 3804.797363
Iteration 80F: 3 clusters Score -1.75334e+07 nChanged 122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65228 members
Mstep: Class 2 contains 56199 members
Entering Unmasked Estep
Score: -17533388.000000 Penalty: 3804.797363
Iteration 81Q: 3 clusters Score -1.753339e+07 nChanged 123
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65193 members
Mstep: Class 2 contains 56234 members
Entering Unmasked Estep
Score: -17533382.000000 Penalty: 3804.797363
Iteration 82Q: 3 clusters Score -1.753338e+07 nChanged 104
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65171 members
Mstep: Class 2 contains 56256 members
Entering Unmasked Estep
Score: -17533390.000000 Penalty: 3804.797363
Iteration 83Q: 3 clusters Score -1.753339e+07 nChanged 99
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65150 members
Mstep: Class 2 contains 56277 members
Entering Unmasked Estep
Score: -17533386.000000 Penalty: 3804.797363
Iteration 84Q: 3 clusters Score -1.753339e+07 nChanged 102
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65128 members
Mstep: Class 2 contains 56299 members
Entering Unmasked Estep
Score: -17533370.000000 Penalty: 3804.797363
Iteration 85Q: 3 clusters Score -1.753337e+07 nChanged 88
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65114 members
Mstep: Class 2 contains 56313 members
Entering Unmasked Estep
Score: -17533324.000000 Penalty: 3804.797363
Iteration 86Q: 3 clusters Score -1.753332e+07 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65080 members
Mstep: Class 2 contains 56347 members
Entering Unmasked Estep
Score: -17533308.000000 Penalty: 3804.797363
Iteration 87Q: 3 clusters Score -1.753331e+07 nChanged 99
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65069 members
Mstep: Class 2 contains 56358 members
Entering Unmasked Estep
Score: -17533286.000000 Penalty: 3804.797363
Iteration 88Q: 3 clusters Score -1.753329e+07 nChanged 104
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65057 members
Mstep: Class 2 contains 56370 members
Entering Unmasked Estep
Score: -17533248.000000 Penalty: 3804.797363
Iteration 89Q: 3 clusters Score -1.753325e+07 nChanged 114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65047 members
Mstep: Class 2 contains 56380 members
Entering Unmasked Estep
Score: -17533234.000000 Penalty: 3804.797363
Iteration 90Q: 3 clusters Score -1.753323e+07 nChanged 121
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65050 members
Mstep: Class 2 contains 56377 members
Entering Unmasked Estep
Score: -17533204.000000 Penalty: 3804.797363
Iteration 91Q: 3 clusters Score -1.75332e+07 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65048 members
Mstep: Class 2 contains 56379 members
Entering Unmasked Estep
Score: -17533190.000000 Penalty: 3804.797363
Iteration 92Q: 3 clusters Score -1.753319e+07 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65050 members
Mstep: Class 2 contains 56377 members
Entering Unmasked Estep
Score: -17533170.000000 Penalty: 3804.797363
Iteration 93Q: 3 clusters Score -1.753317e+07 nChanged 91
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65061 members
Mstep: Class 2 contains 56366 members
Entering Unmasked Estep
Score: -17533170.000000 Penalty: 3804.797363
Iteration 94Q: 3 clusters Score -1.753317e+07 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65067 members
Mstep: Class 2 contains 56360 members
Entering Unmasked Estep
Score: -17533136.000000 Penalty: 3804.797363
Iteration 95Q: 3 clusters Score -1.753314e+07 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65074 members
Mstep: Class 2 contains 56353 members
Entering Unmasked Estep
Score: -17533112.000000 Penalty: 3804.797363
Iteration 96Q: 3 clusters Score -1.753311e+07 nChanged 85
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65079 members
Mstep: Class 2 contains 56348 members
Entering Unmasked Estep
Score: -17533100.000000 Penalty: 3804.797363
Iteration 97Q: 3 clusters Score -1.75331e+07 nChanged 86
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65077 members
Mstep: Class 2 contains 56350 members
Entering Unmasked Estep
Score: -17533020.000000 Penalty: 3804.797363
Iteration 98Q: 3 clusters Score -1.753302e+07 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65075 members
Mstep: Class 2 contains 56352 members
Entering Unmasked Estep
Score: -17532998.000000 Penalty: 3804.797363
Iteration 99Q: 3 clusters Score -1.7533e+07 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65064 members
Mstep: Class 2 contains 56363 members
Entering Unmasked Estep
Score: -17532948.000000 Penalty: 3804.797363
Iteration 100F: 3 clusters Score -1.753295e+07 nChanged 93
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65065 members
Mstep: Class 2 contains 56362 members
Entering Unmasked Estep
Score: -17532964.000000 Penalty: 3804.797363
Iteration 101Q: 3 clusters Score -1.753296e+07 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65053 members
Mstep: Class 2 contains 56374 members
Entering Unmasked Estep
Score: -17532930.000000 Penalty: 3804.797363
Iteration 102Q: 3 clusters Score -1.753293e+07 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65043 members
Mstep: Class 2 contains 56384 members
Entering Unmasked Estep
Score: -17532886.000000 Penalty: 3804.797363
Iteration 103Q: 3 clusters Score -1.753289e+07 nChanged 95
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65048 members
Mstep: Class 2 contains 56379 members
Entering Unmasked Estep
Score: -17532864.000000 Penalty: 3804.797363
Iteration 104Q: 3 clusters Score -1.753286e+07 nChanged 101
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65061 members
Mstep: Class 2 contains 56366 members
Entering Unmasked Estep
Score: -17532808.000000 Penalty: 3804.797363
Iteration 105Q: 3 clusters Score -1.753281e+07 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65052 members
Mstep: Class 2 contains 56375 members
Entering Unmasked Estep
Score: -17532768.000000 Penalty: 3804.797363
Iteration 106Q: 3 clusters Score -1.753277e+07 nChanged 108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65044 members
Mstep: Class 2 contains 56383 members
Entering Unmasked Estep
Score: -17532758.000000 Penalty: 3804.797363
Iteration 107Q: 3 clusters Score -1.753276e+07 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65016 members
Mstep: Class 2 contains 56411 members
Entering Unmasked Estep
Score: -17532720.000000 Penalty: 3804.797363
Iteration 108Q: 3 clusters Score -1.753272e+07 nChanged 136
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 65008 members
Mstep: Class 2 contains 56419 members
Entering Unmasked Estep
Score: -17532708.000000 Penalty: 3804.797363
Iteration 109Q: 3 clusters Score -1.753271e+07 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64966 members
Mstep: Class 2 contains 56461 members
Entering Unmasked Estep
Score: -17532650.000000 Penalty: 3804.797363
Iteration 110Q: 3 clusters Score -1.753265e+07 nChanged 147
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64931 members
Mstep: Class 2 contains 56496 members
Entering Unmasked Estep
Score: -17532626.000000 Penalty: 3804.797363
Iteration 111Q: 3 clusters Score -1.753263e+07 nChanged 146
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64911 members
Mstep: Class 2 contains 56516 members
Entering Unmasked Estep
Score: -17532588.000000 Penalty: 3804.797363
Iteration 112Q: 3 clusters Score -1.753259e+07 nChanged 160
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64897 members
Mstep: Class 2 contains 56530 members
Entering Unmasked Estep
Score: -17532554.000000 Penalty: 3804.797363
Iteration 113Q: 3 clusters Score -1.753255e+07 nChanged 198
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64875 members
Mstep: Class 2 contains 56552 members
Entering Unmasked Estep
Score: -17532504.000000 Penalty: 3804.797363
Iteration 114Q: 3 clusters Score -1.75325e+07 nChanged 219
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64874 members
Mstep: Class 2 contains 56553 members
Entering Unmasked Estep
Score: -17532486.000000 Penalty: 3804.797363
Iteration 115Q: 3 clusters Score -1.753249e+07 nChanged 231
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64819 members
Mstep: Class 2 contains 56608 members
Entering Unmasked Estep
Score: -17532436.000000 Penalty: 3804.797363
Iteration 116Q: 3 clusters Score -1.753244e+07 nChanged 296
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64759 members
Mstep: Class 2 contains 56668 members
Entering Unmasked Estep
Score: -17532326.000000 Penalty: 3804.797363
Iteration 117Q: 3 clusters Score -1.753233e+07 nChanged 322
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64703 members
Mstep: Class 2 contains 56724 members
Entering Unmasked Estep
Score: -17532340.000000 Penalty: 3804.797363
Iteration 118Q: 3 clusters Score -1.753234e+07 nChanged 345
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64652 members
Mstep: Class 2 contains 56775 members
Entering Unmasked Estep
Score: -17532204.000000 Penalty: 3804.797363
Iteration 119Q: 3 clusters Score -1.75322e+07 nChanged 390
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64594 members
Mstep: Class 2 contains 56833 members
Entering Unmasked Estep
Score: -17532144.000000 Penalty: 3804.797363
Iteration 120F: 3 clusters Score -1.753214e+07 nChanged 430
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64516 members
Mstep: Class 2 contains 56911 members
Entering Unmasked Estep
Score: -17532038.000000 Penalty: 3804.797363
Iteration 121Q: 3 clusters Score -1.753204e+07 nChanged 484
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64424 members
Mstep: Class 2 contains 57003 members
Entering Unmasked Estep
Score: -17531924.000000 Penalty: 3804.797363
Iteration 122Q: 3 clusters Score -1.753192e+07 nChanged 499
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64297 members
Mstep: Class 2 contains 57130 members
Entering Unmasked Estep
Score: -17531782.000000 Penalty: 3804.797363
Iteration 123Q: 3 clusters Score -1.753178e+07 nChanged 618
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64137 members
Mstep: Class 2 contains 57290 members
Entering Unmasked Estep
Score: -17531602.000000 Penalty: 3804.797363
Iteration 124Q: 3 clusters Score -1.75316e+07 nChanged 678
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63927 members
Mstep: Class 2 contains 57500 members
Entering Unmasked Estep
Score: -17531308.000000 Penalty: 3804.797363
Iteration 125Q: 3 clusters Score -1.753131e+07 nChanged 741
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63728 members
Mstep: Class 2 contains 57699 members
Entering Unmasked Estep
Score: -17531180.000000 Penalty: 3804.797363
Iteration 126Q: 3 clusters Score -1.753118e+07 nChanged 804
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63590 members
Mstep: Class 2 contains 57837 members
Entering Unmasked Estep
Score: -17531056.000000 Penalty: 3804.797363
Iteration 127Q: 3 clusters Score -1.753106e+07 nChanged 871
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63397 members
Mstep: Class 2 contains 58030 members
Entering Unmasked Estep
Score: -17530912.000000 Penalty: 3804.797363
Iteration 128Q: 3 clusters Score -1.753091e+07 nChanged 961
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63224 members
Mstep: Class 2 contains 58203 members
Entering Unmasked Estep
Score: -17530804.000000 Penalty: 3804.797363
Iteration 129Q: 3 clusters Score -1.75308e+07 nChanged 1024
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63040 members
Mstep: Class 2 contains 58387 members
Entering Unmasked Estep
Score: -17530722.000000 Penalty: 3804.797363
Iteration 130Q: 3 clusters Score -1.753072e+07 nChanged 1149
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62819 members
Mstep: Class 2 contains 58608 members
Entering Unmasked Estep
Score: -17530664.000000 Penalty: 3804.797363
Iteration 131Q: 3 clusters Score -1.753066e+07 nChanged 1174
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62643 members
Mstep: Class 2 contains 58784 members
Entering Unmasked Estep
Score: -17530614.000000 Penalty: 3804.797363
Iteration 132Q: 3 clusters Score -1.753061e+07 nChanged 1157
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62506 members
Mstep: Class 2 contains 58921 members
Entering Unmasked Estep
Score: -17530694.000000 Penalty: 3804.797363
Iteration 133Q: 3 clusters Score -1.753069e+07 nChanged 1260
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62386 members
Mstep: Class 2 contains 59041 members
Entering Unmasked Estep
Score: -17530764.000000 Penalty: 3804.797363
Iteration 134Q: 3 clusters Score -1.753076e+07 nChanged 1366
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62312 members
Mstep: Class 2 contains 59115 members
Entering Unmasked Estep
Score: -17530942.000000 Penalty: 3804.797363
Iteration 135Q: 3 clusters Score -1.753094e+07 nChanged 1465
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62231 members
Mstep: Class 2 contains 59196 members
Entering Unmasked Estep
Score: -17531280.000000 Penalty: 3804.797363
Iteration 136Q: 3 clusters Score -1.753128e+07 nChanged 1453
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62158 members
Mstep: Class 2 contains 59269 members
Entering Unmasked Estep
Score: -17531548.000000 Penalty: 3804.797363
Iteration 137Q: 3 clusters Score -1.753155e+07 nChanged 1421
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62143 members
Mstep: Class 2 contains 59284 members
Entering Unmasked Estep
Score: -17531668.000000 Penalty: 3804.797363
Iteration 138Q: 3 clusters Score -1.753167e+07 nChanged 1355
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62212 members
Mstep: Class 2 contains 59215 members
Entering Unmasked Estep
Score: -17531904.000000 Penalty: 3804.797363
Iteration 139Q: 3 clusters Score -1.75319e+07 nChanged 1338
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62296 members
Mstep: Class 2 contains 59131 members
Entering Unmasked Estep
Score: -17532144.000000 Penalty: 3804.797363
Iteration 140F: 3 clusters Score -1.753214e+07 nChanged 1311
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62279 members
Mstep: Class 2 contains 59148 members
Entering Unmasked Estep
Score: -17532506.000000 Penalty: 3804.797363
Iteration 141Q: 3 clusters Score -1.753251e+07 nChanged 1280
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62255 members
Mstep: Class 2 contains 59172 members
Entering Unmasked Estep
Score: -17532772.000000 Penalty: 3804.797363
Iteration 142Q: 3 clusters Score -1.753277e+07 nChanged 1247
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62208 members
Mstep: Class 2 contains 59219 members
Entering Unmasked Estep
Score: -17533082.000000 Penalty: 3804.797363
Iteration 143Q: 3 clusters Score -1.753308e+07 nChanged 1166
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62186 members
Mstep: Class 2 contains 59241 members
Entering Unmasked Estep
Score: -17533202.000000 Penalty: 3804.797363
Iteration 144Q: 3 clusters Score -1.75332e+07 nChanged 1056
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62158 members
Mstep: Class 2 contains 59269 members
Entering Unmasked Estep
Score: -17533456.000000 Penalty: 3804.797363
Iteration 145Q: 3 clusters Score -1.753346e+07 nChanged 1030
Entering Unmasked Mstep
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Mstep: Class 1 contains 62196 members
Mstep: Class 2 contains 59231 members
Entering Unmasked Estep
Score: -17533634.000000 Penalty: 3804.797363
Iteration 146Q: 3 clusters Score -1.753363e+07 nChanged 913
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62195 members
Mstep: Class 2 contains 59232 members
Entering Unmasked Estep
Score: -17533732.000000 Penalty: 3804.797363
Iteration 147Q: 3 clusters Score -1.753373e+07 nChanged 883
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62144 members
Mstep: Class 2 contains 59283 members
Entering Unmasked Estep
Score: -17533876.000000 Penalty: 3804.797363
Iteration 148Q: 3 clusters Score -1.753388e+07 nChanged 723
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62099 members
Mstep: Class 2 contains 59328 members
Entering Unmasked Estep
Score: -17534090.000000 Penalty: 3804.797363
Iteration 149Q: 3 clusters Score -1.753409e+07 nChanged 645
Entering Unmasked Mstep
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Mstep: Class 1 contains 62098 members
Mstep: Class 2 contains 59329 members
Entering Unmasked Estep
Score: -17534250.000000 Penalty: 3804.797363
Iteration 150Q: 3 clusters Score -1.753425e+07 nChanged 602
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62128 members
Mstep: Class 2 contains 59299 members
Entering Unmasked Estep
Score: -17534322.000000 Penalty: 3804.797363
Iteration 151Q: 3 clusters Score -1.753432e+07 nChanged 551
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62129 members
Mstep: Class 2 contains 59298 members
Entering Unmasked Estep
Score: -17534346.000000 Penalty: 3804.797363
Iteration 152Q: 3 clusters Score -1.753435e+07 nChanged 508
Entering Unmasked Mstep
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Mstep: Class 1 contains 62151 members
Mstep: Class 2 contains 59276 members
Entering Unmasked Estep
Score: -17534404.000000 Penalty: 3804.797363
Iteration 153Q: 3 clusters Score -1.75344e+07 nChanged 480
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62175 members
Mstep: Class 2 contains 59252 members
Entering Unmasked Estep
Score: -17534496.000000 Penalty: 3804.797363
Iteration 154Q: 3 clusters Score -1.75345e+07 nChanged 433
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62204 members
Mstep: Class 2 contains 59223 members
Entering Unmasked Estep
Score: -17534508.000000 Penalty: 3804.797363
Iteration 155Q: 3 clusters Score -1.753451e+07 nChanged 390
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62262 members
Mstep: Class 2 contains 59165 members
Entering Unmasked Estep
Score: -17534518.000000 Penalty: 3804.797363
Iteration 156Q: 3 clusters Score -1.753452e+07 nChanged 337
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62283 members
Mstep: Class 2 contains 59144 members
Entering Unmasked Estep
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Iteration 157Q: 3 clusters Score -1.753456e+07 nChanged 314
Entering Unmasked Mstep
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Mstep: Class 1 contains 62293 members
Mstep: Class 2 contains 59134 members
Entering Unmasked Estep
Score: -17534586.000000 Penalty: 3804.797363
Iteration 158Q: 3 clusters Score -1.753459e+07 nChanged 286
Entering Unmasked Mstep
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Mstep: Class 1 contains 62303 members
Mstep: Class 2 contains 59124 members
Entering Unmasked Estep
Score: -17534584.000000 Penalty: 3804.797363
Iteration 159Q: 3 clusters Score -1.753458e+07 nChanged 260
Entering Unmasked Mstep
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Mstep: Class 1 contains 62303 members
Mstep: Class 2 contains 59124 members
Entering Unmasked Estep
Score: -17534626.000000 Penalty: 3804.797363
Iteration 160F: 3 clusters Score -1.753463e+07 nChanged 228
Entering Unmasked Mstep
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Mstep: Class 1 contains 62289 members
Mstep: Class 2 contains 59138 members
Entering Unmasked Estep
Score: -17534662.000000 Penalty: 3804.797363
Iteration 161Q: 3 clusters Score -1.753466e+07 nChanged 211
Entering Unmasked Mstep
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Mstep: Class 1 contains 62280 members
Mstep: Class 2 contains 59147 members
Entering Unmasked Estep
Score: -17534616.000000 Penalty: 3804.797363
Iteration 162Q: 3 clusters Score -1.753462e+07 nChanged 212
Entering Unmasked Mstep
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Mstep: Class 1 contains 62260 members
Mstep: Class 2 contains 59167 members
Entering Unmasked Estep
Score: -17534582.000000 Penalty: 3804.797363
Iteration 163Q: 3 clusters Score -1.753458e+07 nChanged 200
Entering Unmasked Mstep
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Mstep: Class 1 contains 62248 members
Mstep: Class 2 contains 59179 members
Entering Unmasked Estep
Score: -17534632.000000 Penalty: 3804.797363
Iteration 164Q: 3 clusters Score -1.753463e+07 nChanged 188
Entering Unmasked Mstep
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Mstep: Class 1 contains 62224 members
Mstep: Class 2 contains 59203 members
Entering Unmasked Estep
Score: -17534612.000000 Penalty: 3804.797363
Iteration 165Q: 3 clusters Score -1.753461e+07 nChanged 139
Entering Unmasked Mstep
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Mstep: Class 1 contains 62207 members
Mstep: Class 2 contains 59220 members
Entering Unmasked Estep
Score: -17534622.000000 Penalty: 3804.797363
Iteration 166Q: 3 clusters Score -1.753462e+07 nChanged 115
Entering Unmasked Mstep
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Mstep: Class 1 contains 62216 members
Mstep: Class 2 contains 59211 members
Entering Unmasked Estep
Score: -17534602.000000 Penalty: 3804.797363
Iteration 167Q: 3 clusters Score -1.75346e+07 nChanged 128
Entering Unmasked Mstep
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Mstep: Class 1 contains 62228 members
Mstep: Class 2 contains 59199 members
Entering Unmasked Estep
Score: -17534636.000000 Penalty: 3804.797363
Iteration 168Q: 3 clusters Score -1.753464e+07 nChanged 128
Entering Unmasked Mstep
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Mstep: Class 1 contains 62248 members
Mstep: Class 2 contains 59179 members
Entering Unmasked Estep
Score: -17534646.000000 Penalty: 3804.797363
Iteration 169Q: 3 clusters Score -1.753465e+07 nChanged 106
Entering Unmasked Mstep
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Mstep: Class 1 contains 62258 members
Mstep: Class 2 contains 59169 members
Entering Unmasked Estep
Score: -17534598.000000 Penalty: 3804.797363
Iteration 170Q: 3 clusters Score -1.75346e+07 nChanged 88
Entering Unmasked Mstep
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Mstep: Class 1 contains 62276 members
Mstep: Class 2 contains 59151 members
Entering Unmasked Estep
Score: -17534560.000000 Penalty: 3804.797363
Iteration 171Q: 3 clusters Score -1.753456e+07 nChanged 91
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62317 members
Mstep: Class 2 contains 59110 members
Entering Unmasked Estep
Score: -17534552.000000 Penalty: 3804.797363
Iteration 172Q: 3 clusters Score -1.753455e+07 nChanged 88
Entering Unmasked Mstep
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Mstep: Class 1 contains 62337 members
Mstep: Class 2 contains 59090 members
Entering Unmasked Estep
Score: -17534546.000000 Penalty: 3804.797363
Iteration 173Q: 3 clusters Score -1.753455e+07 nChanged 83
Entering Unmasked Mstep
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Mstep: Class 1 contains 62360 members
Mstep: Class 2 contains 59067 members
Entering Unmasked Estep
Score: -17534542.000000 Penalty: 3804.797363
Iteration 174Q: 3 clusters Score -1.753454e+07 nChanged 72
Entering Unmasked Mstep
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Mstep: Class 1 contains 62388 members
Mstep: Class 2 contains 59039 members
Entering Unmasked Estep
Score: -17534510.000000 Penalty: 3804.797363
Iteration 175Q: 3 clusters Score -1.753451e+07 nChanged 108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62424 members
Mstep: Class 2 contains 59003 members
Entering Unmasked Estep
Score: -17534504.000000 Penalty: 3804.797363
Iteration 176Q: 3 clusters Score -1.75345e+07 nChanged 114
Entering Unmasked Mstep
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Mstep: Class 1 contains 62462 members
Mstep: Class 2 contains 58965 members
Entering Unmasked Estep
Score: -17534500.000000 Penalty: 3804.797363
Iteration 177Q: 3 clusters Score -1.75345e+07 nChanged 102
Entering Unmasked Mstep
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Mstep: Class 1 contains 62474 members
Mstep: Class 2 contains 58953 members
Entering Unmasked Estep
Score: -17534486.000000 Penalty: 3804.797363
Iteration 178Q: 3 clusters Score -1.753449e+07 nChanged 97
Entering Unmasked Mstep
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Mstep: Class 1 contains 62473 members
Mstep: Class 2 contains 58954 members
Entering Unmasked Estep
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Iteration 179Q: 3 clusters Score -1.753446e+07 nChanged 88
Entering Unmasked Mstep
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Mstep: Class 1 contains 62485 members
Mstep: Class 2 contains 58942 members
Entering Unmasked Estep
Score: -17534504.000000 Penalty: 3804.797363
Iteration 180F: 3 clusters Score -1.75345e+07 nChanged 88
Entering Unmasked Mstep
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Mstep: Class 1 contains 62487 members
Mstep: Class 2 contains 58940 members
Entering Unmasked Estep
Score: -17534490.000000 Penalty: 3804.797363
Iteration 181Q: 3 clusters Score -1.753449e+07 nChanged 90
Entering Unmasked Mstep
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Mstep: Class 1 contains 62495 members
Mstep: Class 2 contains 58932 members
Entering Unmasked Estep
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Iteration 182Q: 3 clusters Score -1.753448e+07 nChanged 73
Entering Unmasked Mstep
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Mstep: Class 1 contains 62494 members
Mstep: Class 2 contains 58933 members
Entering Unmasked Estep
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Iteration 183Q: 3 clusters Score -1.753447e+07 nChanged 70
Entering Unmasked Mstep
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Mstep: Class 1 contains 62494 members
Mstep: Class 2 contains 58933 members
Entering Unmasked Estep
Score: -17534482.000000 Penalty: 3804.797363
Iteration 184Q: 3 clusters Score -1.753448e+07 nChanged 74
Entering Unmasked Mstep
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Mstep: Class 1 contains 62502 members
Mstep: Class 2 contains 58925 members
Entering Unmasked Estep
Score: -17534430.000000 Penalty: 3804.797363
Iteration 185Q: 3 clusters Score -1.753443e+07 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62500 members
Mstep: Class 2 contains 58927 members
Entering Unmasked Estep
Score: -17534452.000000 Penalty: 3804.797363
Iteration 186Q: 3 clusters Score -1.753445e+07 nChanged 56
Entering Unmasked Mstep
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Mstep: Class 1 contains 62510 members
Mstep: Class 2 contains 58917 members
Entering Unmasked Estep
Score: -17534478.000000 Penalty: 3804.797363
Iteration 187Q: 3 clusters Score -1.753448e+07 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62522 members
Mstep: Class 2 contains 58905 members
Entering Unmasked Estep
Score: -17534460.000000 Penalty: 3804.797363
Iteration 188Q: 3 clusters Score -1.753446e+07 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62542 members
Mstep: Class 2 contains 58885 members
Entering Unmasked Estep
Score: -17534448.000000 Penalty: 3804.797363
Iteration 189Q: 3 clusters Score -1.753445e+07 nChanged 93
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62591 members
Mstep: Class 2 contains 58836 members
Entering Unmasked Estep
Score: -17534462.000000 Penalty: 3804.797363
Iteration 190Q: 3 clusters Score -1.753446e+07 nChanged 105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62648 members
Mstep: Class 2 contains 58779 members
Entering Unmasked Estep
Score: -17534448.000000 Penalty: 3804.797363
Iteration 191Q: 3 clusters Score -1.753445e+07 nChanged 108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62708 members
Mstep: Class 2 contains 58719 members
Entering Unmasked Estep
Score: -17534458.000000 Penalty: 3804.797363
Iteration 192Q: 3 clusters Score -1.753446e+07 nChanged 97
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62731 members
Mstep: Class 2 contains 58696 members
Entering Unmasked Estep
Score: -17534482.000000 Penalty: 3804.797363
Iteration 193Q: 3 clusters Score -1.753448e+07 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62742 members
Mstep: Class 2 contains 58685 members
Entering Unmasked Estep
Score: -17534460.000000 Penalty: 3804.797363
Iteration 194Q: 3 clusters Score -1.753446e+07 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62760 members
Mstep: Class 2 contains 58667 members
Entering Unmasked Estep
Score: -17534444.000000 Penalty: 3804.797363
Iteration 195Q: 3 clusters Score -1.753444e+07 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62762 members
Mstep: Class 2 contains 58665 members
Entering Unmasked Estep
Score: -17534458.000000 Penalty: 3804.797363
Iteration 196Q: 3 clusters Score -1.753446e+07 nChanged 81
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62765 members
Mstep: Class 2 contains 58662 members
Entering Unmasked Estep
Score: -17534468.000000 Penalty: 3804.797363
Iteration 197Q: 3 clusters Score -1.753447e+07 nChanged 86
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62771 members
Mstep: Class 2 contains 58656 members
Entering Unmasked Estep
Score: -17534462.000000 Penalty: 3804.797363
Iteration 198Q: 3 clusters Score -1.753446e+07 nChanged 79
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62756 members
Mstep: Class 2 contains 58671 members
Entering Unmasked Estep
Score: -17534432.000000 Penalty: 3804.797363
Iteration 199Q: 3 clusters Score -1.753443e+07 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62754 members
Mstep: Class 2 contains 58673 members
Entering Unmasked Estep
Score: -17534424.000000 Penalty: 3804.797363
Iteration 200F: 3 clusters Score -1.753442e+07 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62747 members
Mstep: Class 2 contains 58680 members
Entering Unmasked Estep
Score: -17534430.000000 Penalty: 3804.797363
Iteration 201Q: 3 clusters Score -1.753443e+07 nChanged 104
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62731 members
Mstep: Class 2 contains 58696 members
Entering Unmasked Estep
Score: -17534428.000000 Penalty: 3804.797363
Iteration 202Q: 3 clusters Score -1.753443e+07 nChanged 97
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62712 members
Mstep: Class 2 contains 58715 members
Entering Unmasked Estep
Score: -17534426.000000 Penalty: 3804.797363
Iteration 203Q: 3 clusters Score -1.753443e+07 nChanged 114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62688 members
Mstep: Class 2 contains 58739 members
Entering Unmasked Estep
Score: -17534384.000000 Penalty: 3804.797363
Iteration 204Q: 3 clusters Score -1.753438e+07 nChanged 97
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62677 members
Mstep: Class 2 contains 58750 members
Entering Unmasked Estep
Score: -17534390.000000 Penalty: 3804.797363
Iteration 205Q: 3 clusters Score -1.753439e+07 nChanged 102
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62685 members
Mstep: Class 2 contains 58742 members
Entering Unmasked Estep
Score: -17534412.000000 Penalty: 3804.797363
Iteration 206Q: 3 clusters Score -1.753441e+07 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62691 members
Mstep: Class 2 contains 58736 members
Entering Unmasked Estep
Score: -17534428.000000 Penalty: 3804.797363
Iteration 207Q: 3 clusters Score -1.753443e+07 nChanged 95
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62716 members
Mstep: Class 2 contains 58711 members
Entering Unmasked Estep
Score: -17534444.000000 Penalty: 3804.797363
Iteration 208Q: 3 clusters Score -1.753444e+07 nChanged 103
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62725 members
Mstep: Class 2 contains 58702 members
Entering Unmasked Estep
Score: -17534436.000000 Penalty: 3804.797363
Iteration 209Q: 3 clusters Score -1.753444e+07 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62738 members
Mstep: Class 2 contains 58689 members
Entering Unmasked Estep
Score: -17534448.000000 Penalty: 3804.797363
Iteration 210Q: 3 clusters Score -1.753445e+07 nChanged 100
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62746 members
Mstep: Class 2 contains 58681 members
Entering Unmasked Estep
Score: -17534424.000000 Penalty: 3804.797363
Iteration 211Q: 3 clusters Score -1.753442e+07 nChanged 93
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62757 members
Mstep: Class 2 contains 58670 members
Entering Unmasked Estep
Score: -17534396.000000 Penalty: 3804.797363
Iteration 212Q: 3 clusters Score -1.75344e+07 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62783 members
Mstep: Class 2 contains 58644 members
Entering Unmasked Estep
Score: -17534392.000000 Penalty: 3804.797363
Iteration 213Q: 3 clusters Score -1.753439e+07 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62801 members
Mstep: Class 2 contains 58626 members
Entering Unmasked Estep
Score: -17534350.000000 Penalty: 3804.797363
Iteration 214Q: 3 clusters Score -1.753435e+07 nChanged 78
Entering Unmasked Mstep
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Mstep: Class 1 contains 62831 members
Mstep: Class 2 contains 58596 members
Entering Unmasked Estep
Score: -17534410.000000 Penalty: 3804.797363
Iteration 215Q: 3 clusters Score -1.753441e+07 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62849 members
Mstep: Class 2 contains 58578 members
Entering Unmasked Estep
Score: -17534380.000000 Penalty: 3804.797363
Iteration 216Q: 3 clusters Score -1.753438e+07 nChanged 83
Entering Unmasked Mstep
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Mstep: Class 1 contains 62850 members
Mstep: Class 2 contains 58577 members
Entering Unmasked Estep
Score: -17534364.000000 Penalty: 3804.797363
Iteration 217Q: 3 clusters Score -1.753436e+07 nChanged 64
Entering Unmasked Mstep
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Mstep: Class 1 contains 62842 members
Mstep: Class 2 contains 58585 members
Entering Unmasked Estep
Score: -17534370.000000 Penalty: 3804.797363
Iteration 218Q: 3 clusters Score -1.753437e+07 nChanged 68
Entering Unmasked Mstep
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Mstep: Class 1 contains 62832 members
Mstep: Class 2 contains 58595 members
Entering Unmasked Estep
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Iteration 219Q: 3 clusters Score -1.753437e+07 nChanged 69
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62837 members
Mstep: Class 2 contains 58590 members
Entering Unmasked Estep
Score: -17534378.000000 Penalty: 3804.797363
Iteration 220F: 3 clusters Score -1.753438e+07 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62865 members
Mstep: Class 2 contains 58562 members
Entering Unmasked Estep
Score: -17534356.000000 Penalty: 3804.797363
Iteration 221Q: 3 clusters Score -1.753436e+07 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62893 members
Mstep: Class 2 contains 58534 members
Entering Unmasked Estep
Score: -17534338.000000 Penalty: 3804.797363
Iteration 222Q: 3 clusters Score -1.753434e+07 nChanged 62
Entering Unmasked Mstep
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Mstep: Class 1 contains 62915 members
Mstep: Class 2 contains 58512 members
Entering Unmasked Estep
Score: -17534330.000000 Penalty: 3804.797363
Iteration 223Q: 3 clusters Score -1.753433e+07 nChanged 62
Entering Unmasked Mstep
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Mstep: Class 1 contains 62931 members
Mstep: Class 2 contains 58496 members
Entering Unmasked Estep
Score: -17534294.000000 Penalty: 3804.797363
Iteration 224Q: 3 clusters Score -1.753429e+07 nChanged 57
Entering Unmasked Mstep
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Mstep: Class 1 contains 62950 members
Mstep: Class 2 contains 58477 members
Entering Unmasked Estep
Score: -17534302.000000 Penalty: 3804.797363
Iteration 225Q: 3 clusters Score -1.75343e+07 nChanged 67
Entering Unmasked Mstep
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Mstep: Class 1 contains 62951 members
Mstep: Class 2 contains 58476 members
Entering Unmasked Estep
Score: -17534324.000000 Penalty: 3804.797363
Iteration 226Q: 3 clusters Score -1.753432e+07 nChanged 73
Entering Unmasked Mstep
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Mstep: Class 2 contains 58477 members
Entering Unmasked Estep
Score: -17534306.000000 Penalty: 3804.797363
Iteration 227Q: 3 clusters Score -1.753431e+07 nChanged 62
Entering Unmasked Mstep
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Mstep: Class 1 contains 62952 members
Mstep: Class 2 contains 58475 members
Entering Unmasked Estep
Score: -17534292.000000 Penalty: 3804.797363
Iteration 228Q: 3 clusters Score -1.753429e+07 nChanged 53
Entering Unmasked Mstep
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Mstep: Class 1 contains 62957 members
Mstep: Class 2 contains 58470 members
Entering Unmasked Estep
Score: -17534298.000000 Penalty: 3804.797363
Iteration 229Q: 3 clusters Score -1.75343e+07 nChanged 50
Entering Unmasked Mstep
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Mstep: Class 1 contains 62967 members
Mstep: Class 2 contains 58460 members
Entering Unmasked Estep
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Iteration 230Q: 3 clusters Score -1.75343e+07 nChanged 64
Entering Unmasked Mstep
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Mstep: Class 1 contains 62975 members
Mstep: Class 2 contains 58452 members
Entering Unmasked Estep
Score: -17534272.000000 Penalty: 3804.797363
Iteration 231Q: 3 clusters Score -1.753427e+07 nChanged 57
Entering Unmasked Mstep
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Mstep: Class 1 contains 62976 members
Mstep: Class 2 contains 58451 members
Entering Unmasked Estep
Score: -17534264.000000 Penalty: 3804.797363
Iteration 232Q: 3 clusters Score -1.753426e+07 nChanged 50
Entering Unmasked Mstep
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Mstep: Class 1 contains 62982 members
Mstep: Class 2 contains 58445 members
Entering Unmasked Estep
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Iteration 233Q: 3 clusters Score -1.753425e+07 nChanged 59
Entering Unmasked Mstep
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Mstep: Class 1 contains 62981 members
Mstep: Class 2 contains 58446 members
Entering Unmasked Estep
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Iteration 234Q: 3 clusters Score -1.753428e+07 nChanged 66
Entering Unmasked Mstep
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Mstep: Class 1 contains 62969 members
Mstep: Class 2 contains 58458 members
Entering Unmasked Estep
Score: -17534262.000000 Penalty: 3804.797363
Iteration 235Q: 3 clusters Score -1.753426e+07 nChanged 58
Entering Unmasked Mstep
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Mstep: Class 1 contains 62973 members
Mstep: Class 2 contains 58454 members
Entering Unmasked Estep
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Iteration 236Q: 3 clusters Score -1.753425e+07 nChanged 61
Entering Unmasked Mstep
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Mstep: Class 2 contains 58449 members
Entering Unmasked Estep
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Iteration 237Q: 3 clusters Score -1.753427e+07 nChanged 72
Entering Unmasked Mstep
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Mstep: Class 2 contains 58451 members
Entering Unmasked Estep
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Iteration 238Q: 3 clusters Score -1.753427e+07 nChanged 69
Entering Unmasked Mstep
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Mstep: Class 2 contains 58444 members
Entering Unmasked Estep
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Iteration 239Q: 3 clusters Score -1.753425e+07 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62993 members
Mstep: Class 2 contains 58434 members
Entering Unmasked Estep
Score: -17534238.000000 Penalty: 3804.797363
Iteration 240F: 3 clusters Score -1.753424e+07 nChanged 61
Entering Unmasked Mstep
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Mstep: Class 1 contains 63010 members
Mstep: Class 2 contains 58417 members
Entering Unmasked Estep
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Iteration 241Q: 3 clusters Score -1.753424e+07 nChanged 62
Entering Unmasked Mstep
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Mstep: Class 1 contains 63036 members
Mstep: Class 2 contains 58391 members
Entering Unmasked Estep
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Iteration 242Q: 3 clusters Score -1.753423e+07 nChanged 66
Entering Unmasked Mstep
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Mstep: Class 1 contains 63068 members
Mstep: Class 2 contains 58359 members
Entering Unmasked Estep
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Iteration 243Q: 3 clusters Score -1.753427e+07 nChanged 57
Entering Unmasked Mstep
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Mstep: Class 1 contains 63079 members
Mstep: Class 2 contains 58348 members
Entering Unmasked Estep
Score: -17534274.000000 Penalty: 3804.797363
Iteration 244Q: 3 clusters Score -1.753427e+07 nChanged 65
Entering Unmasked Mstep
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Mstep: Class 1 contains 63082 members
Mstep: Class 2 contains 58345 members
Entering Unmasked Estep
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Iteration 245Q: 3 clusters Score -1.753427e+07 nChanged 66
Entering Unmasked Mstep
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Mstep: Class 1 contains 63092 members
Mstep: Class 2 contains 58335 members
Entering Unmasked Estep
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Iteration 246Q: 3 clusters Score -1.753426e+07 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63090 members
Mstep: Class 2 contains 58337 members
Entering Unmasked Estep
Score: -17534262.000000 Penalty: 3804.797363
Iteration 247Q: 3 clusters Score -1.753426e+07 nChanged 80
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63090 members
Mstep: Class 2 contains 58337 members
Entering Unmasked Estep
Score: -17534258.000000 Penalty: 3804.797363
Iteration 248Q: 3 clusters Score -1.753426e+07 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63100 members
Mstep: Class 2 contains 58327 members
Entering Unmasked Estep
Score: -17534260.000000 Penalty: 3804.797363
Iteration 249Q: 3 clusters Score -1.753426e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63104 members
Mstep: Class 2 contains 58323 members
Entering Unmasked Estep
Score: -17534232.000000 Penalty: 3804.797363
Iteration 250Q: 3 clusters Score -1.753423e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63108 members
Mstep: Class 2 contains 58319 members
Entering Unmasked Estep
Score: -17534224.000000 Penalty: 3804.797363
Iteration 251Q: 3 clusters Score -1.753422e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63109 members
Mstep: Class 2 contains 58318 members
Entering Unmasked Estep
Score: -17534204.000000 Penalty: 3804.797363
Iteration 252Q: 3 clusters Score -1.75342e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63115 members
Mstep: Class 2 contains 58312 members
Entering Unmasked Estep
Score: -17534180.000000 Penalty: 3804.797363
Iteration 253Q: 3 clusters Score -1.753418e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63107 members
Mstep: Class 2 contains 58320 members
Entering Unmasked Estep
Score: -17534182.000000 Penalty: 3804.797363
Iteration 254Q: 3 clusters Score -1.753418e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63106 members
Mstep: Class 2 contains 58321 members
Entering Unmasked Estep
Score: -17534186.000000 Penalty: 3804.797363
Iteration 255Q: 3 clusters Score -1.753419e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63112 members
Mstep: Class 2 contains 58315 members
Entering Unmasked Estep
Score: -17534172.000000 Penalty: 3804.797363
Iteration 256Q: 3 clusters Score -1.753417e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63120 members
Mstep: Class 2 contains 58307 members
Entering Unmasked Estep
Score: -17534160.000000 Penalty: 3804.797363
Iteration 257Q: 3 clusters Score -1.753416e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63113 members
Mstep: Class 2 contains 58314 members
Entering Unmasked Estep
Score: -17534158.000000 Penalty: 3804.797363
Iteration 258Q: 3 clusters Score -1.753416e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63110 members
Mstep: Class 2 contains 58317 members
Entering Unmasked Estep
Score: -17534178.000000 Penalty: 3804.797363
Iteration 259Q: 3 clusters Score -1.753418e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63107 members
Mstep: Class 2 contains 58320 members
Entering Unmasked Estep
Score: -17534180.000000 Penalty: 3804.797363
Iteration 260F: 3 clusters Score -1.753418e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63103 members
Mstep: Class 2 contains 58324 members
Entering Unmasked Estep
Score: -17534168.000000 Penalty: 3804.797363
Iteration 261Q: 3 clusters Score -1.753417e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63094 members
Mstep: Class 2 contains 58333 members
Entering Unmasked Estep
Score: -17534184.000000 Penalty: 3804.797363
Iteration 262Q: 3 clusters Score -1.753418e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63085 members
Mstep: Class 2 contains 58342 members
Entering Unmasked Estep
Score: -17534190.000000 Penalty: 3804.797363
Iteration 263Q: 3 clusters Score -1.753419e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63072 members
Mstep: Class 2 contains 58355 members
Entering Unmasked Estep
Score: -17534190.000000 Penalty: 3804.797363
Iteration 264Q: 3 clusters Score -1.753419e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63070 members
Mstep: Class 2 contains 58357 members
Entering Unmasked Estep
Score: -17534196.000000 Penalty: 3804.797363
Iteration 265Q: 3 clusters Score -1.75342e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63070 members
Mstep: Class 2 contains 58357 members
Entering Unmasked Estep
Score: -17534188.000000 Penalty: 3804.797363
Iteration 266Q: 3 clusters Score -1.753419e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63070 members
Mstep: Class 2 contains 58357 members
Entering Unmasked Estep
Score: -17534190.000000 Penalty: 3804.797363
Iteration 267Q: 3 clusters Score -1.753419e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63067 members
Mstep: Class 2 contains 58360 members
Entering Unmasked Estep
Score: -17534196.000000 Penalty: 3804.797363
Iteration 268Q: 3 clusters Score -1.75342e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63066 members
Mstep: Class 2 contains 58361 members
Entering Unmasked Estep
Score: -17534186.000000 Penalty: 3804.797363
Iteration 269Q: 3 clusters Score -1.753419e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63067 members
Mstep: Class 2 contains 58360 members
Entering Unmasked Estep
Score: -17534200.000000 Penalty: 3804.797363
Iteration 270Q: 3 clusters Score -1.75342e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 63067 members
Mstep: Class 2 contains 58360 members
Entering Unmasked Estep
Score: -17534200.000000 Penalty: 3804.797363
Iteration 271F: 3 clusters Score -1.75342e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 6315 members
Mstep: Class 2 contains 72161 members
Mstep: Class 3 contains 999 members
Mstep: Class 4 contains 39328 members
Mstep: Class 5 contains 31667 members
Mstep: Class 6 contains 57179 members
Mstep: Class 7 contains 4546 members
Mstep: Class 8 contains 64647 members
Mstep: Class 9 contains 60979 members
Mstep: Class 10 contains 57197 members
Mstep: Class 11 contains 44334 members
Mstep: Class 12 contains 58858 members
Mstep: Class 13 contains 61753 members
Mstep: Class 14 contains 24490 members
Mstep: Class 15 contains 63067 members
Mstep: Class 16 contains 113386 members
Mstep: Class 17 contains 81844 members
Mstep: Class 18 contains 116355 members
Mstep: Class 19 contains 116441 members
Mstep: Class 20 contains 75801 members
Mstep: Class 21 contains 74075 members
Mstep: Class 22 contains 1756 members
Mstep: Class 23 contains 20795 members
Mstep: Class 24 contains 58736 members
Mstep: Class 25 contains 56826 members
Mstep: Class 26 contains 2732 members
Mstep: Class 27 contains 52784 members
Mstep: Class 28 contains 42725 members
Mstep: Class 29 contains 57802 members
Mstep: Class 30 contains 69837 members
Mstep: Class 31 contains 60941 members
Mstep: Class 32 contains 66479 members
Mstep: Class 33 contains 38438 members
Mstep: Class 34 contains 58360 members
Entering Unmasked Estep
Score: -259665616.000000 Penalty: 79620.218750
Splitting cluster 15 changes total score from -259089056.000000 to -259665616.000000
So it's getting split into cluster 34.
Entering ConstructFrom:
Trying to split cluster 16 (113386 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 113386 members
Entering Unmasked Estep
Score: -16545042.000000 Penalty: 1891.265015
Iteration 0F: 2 clusters Score -1.654504e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57041 members
Mstep: Class 2 contains 56345 members
Entering Unmasked Estep
Score: -16561533.000000 Penalty: 3782.530029
Iteration 0F: 3 clusters Score -1.656153e+07 nChanged 54283
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60236 members
Mstep: Class 2 contains 53150 members
Entering Unmasked Estep
Score: -16594306.000000 Penalty: 3782.530029
Iteration 1F: 3 clusters Score -1.659431e+07 nChanged 8650
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57800 members
Mstep: Class 2 contains 55586 members
Entering Unmasked Estep
Score: -16598157.000000 Penalty: 3782.530029
Iteration 2F: 3 clusters Score -1.659816e+07 nChanged 8450
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53956 members
Mstep: Class 2 contains 59430 members
Entering Unmasked Estep
Score: -16601744.000000 Penalty: 3782.530029
Iteration 3F: 3 clusters Score -1.660174e+07 nChanged 8633
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50189 members
Mstep: Class 2 contains 63197 members
Entering Unmasked Estep
Score: -16605112.000000 Penalty: 3782.530029
Iteration 4F: 3 clusters Score -1.660511e+07 nChanged 10060
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47191 members
Mstep: Class 2 contains 66195 members
Entering Unmasked Estep
Score: -16607472.000000 Penalty: 3782.530029
Iteration 5F: 3 clusters Score -1.660747e+07 nChanged 8798
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45529 members
Mstep: Class 2 contains 67857 members
Entering Unmasked Estep
Score: -16608087.000000 Penalty: 3782.530029
Iteration 6F: 3 clusters Score -1.660809e+07 nChanged 6488
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45061 members
Mstep: Class 2 contains 68325 members
Entering Unmasked Estep
Score: -16607277.000000 Penalty: 3782.530029
Iteration 7F: 3 clusters Score -1.660728e+07 nChanged 4725
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45180 members
Mstep: Class 2 contains 68206 members
Entering Unmasked Estep
Score: -16606161.000000 Penalty: 3782.530029
Iteration 8Q: 3 clusters Score -1.660616e+07 nChanged 3666
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45650 members
Mstep: Class 2 contains 67736 members
Entering Unmasked Estep
Score: -16605278.000000 Penalty: 3782.530029
Iteration 9Q: 3 clusters Score -1.660528e+07 nChanged 2960
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46170 members
Mstep: Class 2 contains 67216 members
Entering Unmasked Estep
Score: -16604631.000000 Penalty: 3782.530029
Iteration 10Q: 3 clusters Score -1.660463e+07 nChanged 2463
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46719 members
Mstep: Class 2 contains 66667 members
Entering Unmasked Estep
Score: -16604147.000000 Penalty: 3782.530029
Iteration 11Q: 3 clusters Score -1.660415e+07 nChanged 2075
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47250 members
Mstep: Class 2 contains 66136 members
Entering Unmasked Estep
Score: -16603679.000000 Penalty: 3782.530029
Iteration 12Q: 3 clusters Score -1.660368e+07 nChanged 1875
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47749 members
Mstep: Class 2 contains 65637 members
Entering Unmasked Estep
Score: -16603518.000000 Penalty: 3782.530029
Iteration 13Q: 3 clusters Score -1.660352e+07 nChanged 1707
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48138 members
Mstep: Class 2 contains 65248 members
Entering Unmasked Estep
Score: -16603181.000000 Penalty: 3782.530029
Iteration 14Q: 3 clusters Score -1.660318e+07 nChanged 1560
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48466 members
Mstep: Class 2 contains 64920 members
Entering Unmasked Estep
Score: -16602962.000000 Penalty: 3782.530029
Iteration 15Q: 3 clusters Score -1.660296e+07 nChanged 1430
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48686 members
Mstep: Class 2 contains 64700 members
Entering Unmasked Estep
Score: -16602636.000000 Penalty: 3782.530029
Iteration 16Q: 3 clusters Score -1.660264e+07 nChanged 1285
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48755 members
Mstep: Class 2 contains 64631 members
Entering Unmasked Estep
Score: -16602377.000000 Penalty: 3782.530029
Iteration 17Q: 3 clusters Score -1.660238e+07 nChanged 1248
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48781 members
Mstep: Class 2 contains 64605 members
Entering Unmasked Estep
Score: -16602012.000000 Penalty: 3782.530029
Iteration 18Q: 3 clusters Score -1.660201e+07 nChanged 1122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48757 members
Mstep: Class 2 contains 64629 members
Entering Unmasked Estep
Score: -16601751.000000 Penalty: 3782.530029
Iteration 19Q: 3 clusters Score -1.660175e+07 nChanged 1067
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48732 members
Mstep: Class 2 contains 64654 members
Entering Unmasked Estep
Score: -16601514.000000 Penalty: 3782.530029
Iteration 20F: 3 clusters Score -1.660151e+07 nChanged 1094
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48666 members
Mstep: Class 2 contains 64720 members
Entering Unmasked Estep
Score: -16601281.000000 Penalty: 3782.530029
Iteration 21Q: 3 clusters Score -1.660128e+07 nChanged 1067
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48527 members
Mstep: Class 2 contains 64859 members
Entering Unmasked Estep
Score: -16600913.000000 Penalty: 3782.530029
Iteration 22Q: 3 clusters Score -1.660091e+07 nChanged 1017
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48358 members
Mstep: Class 2 contains 65028 members
Entering Unmasked Estep
Score: -16600635.000000 Penalty: 3782.530029
Iteration 23Q: 3 clusters Score -1.660064e+07 nChanged 1017
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48089 members
Mstep: Class 2 contains 65297 members
Entering Unmasked Estep
Score: -16600322.000000 Penalty: 3782.530029
Iteration 24Q: 3 clusters Score -1.660032e+07 nChanged 985
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47824 members
Mstep: Class 2 contains 65562 members
Entering Unmasked Estep
Score: -16600085.000000 Penalty: 3782.530029
Iteration 25Q: 3 clusters Score -1.660008e+07 nChanged 951
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47511 members
Mstep: Class 2 contains 65875 members
Entering Unmasked Estep
Score: -16599943.000000 Penalty: 3782.530029
Iteration 26Q: 3 clusters Score -1.659994e+07 nChanged 918
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47223 members
Mstep: Class 2 contains 66163 members
Entering Unmasked Estep
Score: -16599652.000000 Penalty: 3782.530029
Iteration 27Q: 3 clusters Score -1.659965e+07 nChanged 860
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46965 members
Mstep: Class 2 contains 66421 members
Entering Unmasked Estep
Score: -16599611.000000 Penalty: 3782.530029
Iteration 28Q: 3 clusters Score -1.659961e+07 nChanged 792
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46719 members
Mstep: Class 2 contains 66667 members
Entering Unmasked Estep
Score: -16599608.000000 Penalty: 3782.530029
Iteration 29Q: 3 clusters Score -1.659961e+07 nChanged 731
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46474 members
Mstep: Class 2 contains 66912 members
Entering Unmasked Estep
Score: -16599539.000000 Penalty: 3782.530029
Iteration 30Q: 3 clusters Score -1.659954e+07 nChanged 698
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46184 members
Mstep: Class 2 contains 67202 members
Entering Unmasked Estep
Score: -16599353.000000 Penalty: 3782.530029
Iteration 31Q: 3 clusters Score -1.659935e+07 nChanged 642
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45920 members
Mstep: Class 2 contains 67466 members
Entering Unmasked Estep
Score: -16599214.000000 Penalty: 3782.530029
Iteration 32Q: 3 clusters Score -1.659921e+07 nChanged 580
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45656 members
Mstep: Class 2 contains 67730 members
Entering Unmasked Estep
Score: -16599067.000000 Penalty: 3782.530029
Iteration 33Q: 3 clusters Score -1.659907e+07 nChanged 589
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45389 members
Mstep: Class 2 contains 67997 members
Entering Unmasked Estep
Score: -16598937.000000 Penalty: 3782.530029
Iteration 34Q: 3 clusters Score -1.659894e+07 nChanged 568
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45125 members
Mstep: Class 2 contains 68261 members
Entering Unmasked Estep
Score: -16598910.000000 Penalty: 3782.530029
Iteration 35Q: 3 clusters Score -1.659891e+07 nChanged 541
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44886 members
Mstep: Class 2 contains 68500 members
Entering Unmasked Estep
Score: -16598968.000000 Penalty: 3782.530029
Iteration 36Q: 3 clusters Score -1.659897e+07 nChanged 484
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44700 members
Mstep: Class 2 contains 68686 members
Entering Unmasked Estep
Score: -16598914.000000 Penalty: 3782.530029
Iteration 37Q: 3 clusters Score -1.659891e+07 nChanged 493
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44505 members
Mstep: Class 2 contains 68881 members
Entering Unmasked Estep
Score: -16598932.000000 Penalty: 3782.530029
Iteration 38Q: 3 clusters Score -1.659893e+07 nChanged 425
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44376 members
Mstep: Class 2 contains 69010 members
Entering Unmasked Estep
Score: -16598992.000000 Penalty: 3782.530029
Iteration 39Q: 3 clusters Score -1.659899e+07 nChanged 437
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44215 members
Mstep: Class 2 contains 69171 members
Entering Unmasked Estep
Score: -16598996.000000 Penalty: 3782.530029
Iteration 40F: 3 clusters Score -1.6599e+07 nChanged 430
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44053 members
Mstep: Class 2 contains 69333 members
Entering Unmasked Estep
Score: -16598994.000000 Penalty: 3782.530029
Iteration 41Q: 3 clusters Score -1.659899e+07 nChanged 388
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43909 members
Mstep: Class 2 contains 69477 members
Entering Unmasked Estep
Score: -16598990.000000 Penalty: 3782.530029
Iteration 42Q: 3 clusters Score -1.659899e+07 nChanged 398
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43731 members
Mstep: Class 2 contains 69655 members
Entering Unmasked Estep
Score: -16598969.000000 Penalty: 3782.530029
Iteration 43Q: 3 clusters Score -1.659897e+07 nChanged 401
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43558 members
Mstep: Class 2 contains 69828 members
Entering Unmasked Estep
Score: -16599065.000000 Penalty: 3782.530029
Iteration 44Q: 3 clusters Score -1.659906e+07 nChanged 380
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43382 members
Mstep: Class 2 contains 70004 members
Entering Unmasked Estep
Score: -16599094.000000 Penalty: 3782.530029
Iteration 45Q: 3 clusters Score -1.659909e+07 nChanged 339
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43249 members
Mstep: Class 2 contains 70137 members
Entering Unmasked Estep
Score: -16598905.000000 Penalty: 3782.530029
Iteration 46Q: 3 clusters Score -1.65989e+07 nChanged 336
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43115 members
Mstep: Class 2 contains 70271 members
Entering Unmasked Estep
Score: -16598959.000000 Penalty: 3782.530029
Iteration 47Q: 3 clusters Score -1.659896e+07 nChanged 289
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42992 members
Mstep: Class 2 contains 70394 members
Entering Unmasked Estep
Score: -16599003.000000 Penalty: 3782.530029
Iteration 48Q: 3 clusters Score -1.6599e+07 nChanged 283
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42859 members
Mstep: Class 2 contains 70527 members
Entering Unmasked Estep
Score: -16598908.000000 Penalty: 3782.530029
Iteration 49Q: 3 clusters Score -1.659891e+07 nChanged 232
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42755 members
Mstep: Class 2 contains 70631 members
Entering Unmasked Estep
Score: -16598903.000000 Penalty: 3782.530029
Iteration 50Q: 3 clusters Score -1.65989e+07 nChanged 194
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42665 members
Mstep: Class 2 contains 70721 members
Entering Unmasked Estep
Score: -16598877.000000 Penalty: 3782.530029
Iteration 51Q: 3 clusters Score -1.659888e+07 nChanged 157
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42584 members
Mstep: Class 2 contains 70802 members
Entering Unmasked Estep
Score: -16598850.000000 Penalty: 3782.530029
Iteration 52Q: 3 clusters Score -1.659885e+07 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42511 members
Mstep: Class 2 contains 70875 members
Entering Unmasked Estep
Score: -16598817.000000 Penalty: 3782.530029
Iteration 53Q: 3 clusters Score -1.659882e+07 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42446 members
Mstep: Class 2 contains 70940 members
Entering Unmasked Estep
Score: -16598803.000000 Penalty: 3782.530029
Iteration 54Q: 3 clusters Score -1.65988e+07 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42389 members
Mstep: Class 2 contains 70997 members
Entering Unmasked Estep
Score: -16598748.000000 Penalty: 3782.530029
Iteration 55Q: 3 clusters Score -1.659875e+07 nChanged 135
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42322 members
Mstep: Class 2 contains 71064 members
Entering Unmasked Estep
Score: -16598711.000000 Penalty: 3782.530029
Iteration 56Q: 3 clusters Score -1.659871e+07 nChanged 110
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42266 members
Mstep: Class 2 contains 71120 members
Entering Unmasked Estep
Score: -16598693.000000 Penalty: 3782.530029
Iteration 57Q: 3 clusters Score -1.659869e+07 nChanged 98
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42220 members
Mstep: Class 2 contains 71166 members
Entering Unmasked Estep
Score: -16598648.000000 Penalty: 3782.530029
Iteration 58Q: 3 clusters Score -1.659865e+07 nChanged 85
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42187 members
Mstep: Class 2 contains 71199 members
Entering Unmasked Estep
Score: -16598590.000000 Penalty: 3782.530029
Iteration 59Q: 3 clusters Score -1.659859e+07 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42147 members
Mstep: Class 2 contains 71239 members
Entering Unmasked Estep
Score: -16598592.000000 Penalty: 3782.530029
Iteration 60F: 3 clusters Score -1.659859e+07 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42115 members
Mstep: Class 2 contains 71271 members
Entering Unmasked Estep
Score: -16598582.000000 Penalty: 3782.530029
Iteration 61Q: 3 clusters Score -1.659858e+07 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42094 members
Mstep: Class 2 contains 71292 members
Entering Unmasked Estep
Score: -16598572.000000 Penalty: 3782.530029
Iteration 62Q: 3 clusters Score -1.659857e+07 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42078 members
Mstep: Class 2 contains 71308 members
Entering Unmasked Estep
Score: -16598590.000000 Penalty: 3782.530029
Iteration 63Q: 3 clusters Score -1.659859e+07 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42057 members
Mstep: Class 2 contains 71329 members
Entering Unmasked Estep
Score: -16598550.000000 Penalty: 3782.530029
Iteration 64Q: 3 clusters Score -1.659855e+07 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42054 members
Mstep: Class 2 contains 71332 members
Entering Unmasked Estep
Score: -16598555.000000 Penalty: 3782.530029
Iteration 65Q: 3 clusters Score -1.659856e+07 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42052 members
Mstep: Class 2 contains 71334 members
Entering Unmasked Estep
Score: -16598538.000000 Penalty: 3782.530029
Iteration 66Q: 3 clusters Score -1.659854e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42044 members
Mstep: Class 2 contains 71342 members
Entering Unmasked Estep
Score: -16598539.000000 Penalty: 3782.530029
Iteration 67Q: 3 clusters Score -1.659854e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42043 members
Mstep: Class 2 contains 71343 members
Entering Unmasked Estep
Score: -16598539.000000 Penalty: 3782.530029
Iteration 68Q: 3 clusters Score -1.659854e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42041 members
Mstep: Class 2 contains 71345 members
Entering Unmasked Estep
Score: -16598550.000000 Penalty: 3782.530029
Iteration 69Q: 3 clusters Score -1.659855e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42039 members
Mstep: Class 2 contains 71347 members
Entering Unmasked Estep
Score: -16598562.000000 Penalty: 3782.530029
Iteration 70Q: 3 clusters Score -1.659856e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42040 members
Mstep: Class 2 contains 71346 members
Entering Unmasked Estep
Score: -16598607.000000 Penalty: 3782.530029
Iteration 71Q: 3 clusters Score -1.659861e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42046 members
Mstep: Class 2 contains 71340 members
Entering Unmasked Estep
Score: -16598605.000000 Penalty: 3782.530029
Iteration 72Q: 3 clusters Score -1.65986e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42042 members
Mstep: Class 2 contains 71344 members
Entering Unmasked Estep
Score: -16598597.000000 Penalty: 3782.530029
Iteration 73Q: 3 clusters Score -1.65986e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42041 members
Mstep: Class 2 contains 71345 members
Entering Unmasked Estep
Score: -16598607.000000 Penalty: 3782.530029
Iteration 74Q: 3 clusters Score -1.659861e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42044 members
Mstep: Class 2 contains 71342 members
Entering Unmasked Estep
Score: -16598604.000000 Penalty: 3782.530029
Iteration 75Q: 3 clusters Score -1.65986e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42051 members
Mstep: Class 2 contains 71335 members
Entering Unmasked Estep
Score: -16598588.000000 Penalty: 3782.530029
Iteration 76Q: 3 clusters Score -1.659859e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42057 members
Mstep: Class 2 contains 71329 members
Entering Unmasked Estep
Score: -16598591.000000 Penalty: 3782.530029
Iteration 77Q: 3 clusters Score -1.659859e+07 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42064 members
Mstep: Class 2 contains 71322 members
Entering Unmasked Estep
Score: -16598630.000000 Penalty: 3782.530029
Iteration 78Q: 3 clusters Score -1.659863e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42067 members
Mstep: Class 2 contains 71319 members
Entering Unmasked Estep
Score: -16598617.000000 Penalty: 3782.530029
Iteration 79Q: 3 clusters Score -1.659862e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42075 members
Mstep: Class 2 contains 71311 members
Entering Unmasked Estep
Score: -16598616.000000 Penalty: 3782.530029
Iteration 80F: 3 clusters Score -1.659862e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42075 members
Mstep: Class 2 contains 71311 members
Entering Unmasked Estep
Score: -16598644.000000 Penalty: 3782.530029
Iteration 81Q: 3 clusters Score -1.659864e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42073 members
Mstep: Class 2 contains 71313 members
Entering Unmasked Estep
Score: -16598689.000000 Penalty: 3782.530029
Iteration 82Q: 3 clusters Score -1.659869e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42062 members
Mstep: Class 2 contains 71324 members
Entering Unmasked Estep
Score: -16598673.000000 Penalty: 3782.530029
Iteration 83Q: 3 clusters Score -1.659867e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42046 members
Mstep: Class 2 contains 71340 members
Entering Unmasked Estep
Score: -16598695.000000 Penalty: 3782.530029
Iteration 84Q: 3 clusters Score -1.65987e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42039 members
Mstep: Class 2 contains 71347 members
Entering Unmasked Estep
Score: -16598661.000000 Penalty: 3782.530029
Iteration 85Q: 3 clusters Score -1.659866e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42032 members
Mstep: Class 2 contains 71354 members
Entering Unmasked Estep
Score: -16598672.000000 Penalty: 3782.530029
Iteration 86Q: 3 clusters Score -1.659867e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42019 members
Mstep: Class 2 contains 71367 members
Entering Unmasked Estep
Score: -16598628.000000 Penalty: 3782.530029
Iteration 87Q: 3 clusters Score -1.659863e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42002 members
Mstep: Class 2 contains 71384 members
Entering Unmasked Estep
Score: -16598614.000000 Penalty: 3782.530029
Iteration 88Q: 3 clusters Score -1.659861e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41995 members
Mstep: Class 2 contains 71391 members
Entering Unmasked Estep
Score: -16598576.000000 Penalty: 3782.530029
Iteration 89Q: 3 clusters Score -1.659858e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41989 members
Mstep: Class 2 contains 71397 members
Entering Unmasked Estep
Score: -16598593.000000 Penalty: 3782.530029
Iteration 90Q: 3 clusters Score -1.659859e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41982 members
Mstep: Class 2 contains 71404 members
Entering Unmasked Estep
Score: -16598569.000000 Penalty: 3782.530029
Iteration 91Q: 3 clusters Score -1.659857e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41978 members
Mstep: Class 2 contains 71408 members
Entering Unmasked Estep
Score: -16598562.000000 Penalty: 3782.530029
Iteration 92Q: 3 clusters Score -1.659856e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41971 members
Mstep: Class 2 contains 71415 members
Entering Unmasked Estep
Score: -16598544.000000 Penalty: 3782.530029
Iteration 93Q: 3 clusters Score -1.659854e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41968 members
Mstep: Class 2 contains 71418 members
Entering Unmasked Estep
Score: -16598558.000000 Penalty: 3782.530029
Iteration 94Q: 3 clusters Score -1.659856e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41968 members
Mstep: Class 2 contains 71418 members
Entering Unmasked Estep
Score: -16598566.000000 Penalty: 3782.530029
Iteration 95Q: 3 clusters Score -1.659857e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41965 members
Mstep: Class 2 contains 71421 members
Entering Unmasked Estep
Score: -16598562.000000 Penalty: 3782.530029
Iteration 96Q: 3 clusters Score -1.659856e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41962 members
Mstep: Class 2 contains 71424 members
Entering Unmasked Estep
Score: -16598550.000000 Penalty: 3782.530029
Iteration 97Q: 3 clusters Score -1.659855e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41965 members
Mstep: Class 2 contains 71421 members
Entering Unmasked Estep
Score: -16598556.000000 Penalty: 3782.530029
Iteration 98Q: 3 clusters Score -1.659856e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41965 members
Mstep: Class 2 contains 71421 members
Entering Unmasked Estep
Score: -16598550.000000 Penalty: 3782.530029
Iteration 99Q: 3 clusters Score -1.659855e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41966 members
Mstep: Class 2 contains 71420 members
Entering Unmasked Estep
Score: -16598551.000000 Penalty: 3782.530029
Iteration 100F: 3 clusters Score -1.659855e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41965 members
Mstep: Class 2 contains 71421 members
Entering Unmasked Estep
Score: -16598568.000000 Penalty: 3782.530029
Iteration 101Q: 3 clusters Score -1.659857e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41959 members
Mstep: Class 2 contains 71427 members
Entering Unmasked Estep
Score: -16598567.000000 Penalty: 3782.530029
Iteration 102Q: 3 clusters Score -1.659857e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41950 members
Mstep: Class 2 contains 71436 members
Entering Unmasked Estep
Score: -16598532.000000 Penalty: 3782.530029
Iteration 103Q: 3 clusters Score -1.659853e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41943 members
Mstep: Class 2 contains 71443 members
Entering Unmasked Estep
Score: -16598557.000000 Penalty: 3782.530029
Iteration 104Q: 3 clusters Score -1.659856e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41938 members
Mstep: Class 2 contains 71448 members
Entering Unmasked Estep
Score: -16598574.000000 Penalty: 3782.530029
Iteration 105Q: 3 clusters Score -1.659857e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41927 members
Mstep: Class 2 contains 71459 members
Entering Unmasked Estep
Score: -16598559.000000 Penalty: 3782.530029
Iteration 106Q: 3 clusters Score -1.659856e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41921 members
Mstep: Class 2 contains 71465 members
Entering Unmasked Estep
Score: -16598555.000000 Penalty: 3782.530029
Iteration 107Q: 3 clusters Score -1.659856e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41909 members
Mstep: Class 2 contains 71477 members
Entering Unmasked Estep
Score: -16598530.000000 Penalty: 3782.530029
Iteration 108Q: 3 clusters Score -1.659853e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41895 members
Mstep: Class 2 contains 71491 members
Entering Unmasked Estep
Score: -16598530.000000 Penalty: 3782.530029
Iteration 109Q: 3 clusters Score -1.659853e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41878 members
Mstep: Class 2 contains 71508 members
Entering Unmasked Estep
Score: -16598487.000000 Penalty: 3782.530029
Iteration 110Q: 3 clusters Score -1.659849e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41867 members
Mstep: Class 2 contains 71519 members
Entering Unmasked Estep
Score: -16598493.000000 Penalty: 3782.530029
Iteration 111Q: 3 clusters Score -1.659849e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41855 members
Mstep: Class 2 contains 71531 members
Entering Unmasked Estep
Score: -16598469.000000 Penalty: 3782.530029
Iteration 112Q: 3 clusters Score -1.659847e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41843 members
Mstep: Class 2 contains 71543 members
Entering Unmasked Estep
Score: -16598447.000000 Penalty: 3782.530029
Iteration 113Q: 3 clusters Score -1.659845e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41833 members
Mstep: Class 2 contains 71553 members
Entering Unmasked Estep
Score: -16598468.000000 Penalty: 3782.530029
Iteration 114Q: 3 clusters Score -1.659847e+07 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41810 members
Mstep: Class 2 contains 71576 members
Entering Unmasked Estep
Score: -16598466.000000 Penalty: 3782.530029
Iteration 115Q: 3 clusters Score -1.659847e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41786 members
Mstep: Class 2 contains 71600 members
Entering Unmasked Estep
Score: -16598452.000000 Penalty: 3782.530029
Iteration 116Q: 3 clusters Score -1.659845e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41772 members
Mstep: Class 2 contains 71614 members
Entering Unmasked Estep
Score: -16598443.000000 Penalty: 3782.530029
Iteration 117Q: 3 clusters Score -1.659844e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41760 members
Mstep: Class 2 contains 71626 members
Entering Unmasked Estep
Score: -16598417.000000 Penalty: 3782.530029
Iteration 118Q: 3 clusters Score -1.659842e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41745 members
Mstep: Class 2 contains 71641 members
Entering Unmasked Estep
Score: -16598421.000000 Penalty: 3782.530029
Iteration 119Q: 3 clusters Score -1.659842e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41733 members
Mstep: Class 2 contains 71653 members
Entering Unmasked Estep
Score: -16598380.000000 Penalty: 3782.530029
Iteration 120F: 3 clusters Score -1.659838e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41719 members
Mstep: Class 2 contains 71667 members
Entering Unmasked Estep
Score: -16598371.000000 Penalty: 3782.530029
Iteration 121Q: 3 clusters Score -1.659837e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41707 members
Mstep: Class 2 contains 71679 members
Entering Unmasked Estep
Score: -16598351.000000 Penalty: 3782.530029
Iteration 122Q: 3 clusters Score -1.659835e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41693 members
Mstep: Class 2 contains 71693 members
Entering Unmasked Estep
Score: -16598337.000000 Penalty: 3782.530029
Iteration 123Q: 3 clusters Score -1.659834e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41684 members
Mstep: Class 2 contains 71702 members
Entering Unmasked Estep
Score: -16598318.000000 Penalty: 3782.530029
Iteration 124Q: 3 clusters Score -1.659832e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41665 members
Mstep: Class 2 contains 71721 members
Entering Unmasked Estep
Score: -16598306.000000 Penalty: 3782.530029
Iteration 125Q: 3 clusters Score -1.659831e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41647 members
Mstep: Class 2 contains 71739 members
Entering Unmasked Estep
Score: -16598285.000000 Penalty: 3782.530029
Iteration 126Q: 3 clusters Score -1.659828e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41628 members
Mstep: Class 2 contains 71758 members
Entering Unmasked Estep
Score: -16598265.000000 Penalty: 3782.530029
Iteration 127Q: 3 clusters Score -1.659826e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41623 members
Mstep: Class 2 contains 71763 members
Entering Unmasked Estep
Score: -16598254.000000 Penalty: 3782.530029
Iteration 128Q: 3 clusters Score -1.659825e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41616 members
Mstep: Class 2 contains 71770 members
Entering Unmasked Estep
Score: -16598256.000000 Penalty: 3782.530029
Iteration 129Q: 3 clusters Score -1.659826e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41606 members
Mstep: Class 2 contains 71780 members
Entering Unmasked Estep
Score: -16598250.000000 Penalty: 3782.530029
Iteration 130Q: 3 clusters Score -1.659825e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41589 members
Mstep: Class 2 contains 71797 members
Entering Unmasked Estep
Score: -16598224.000000 Penalty: 3782.530029
Iteration 131Q: 3 clusters Score -1.659822e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41562 members
Mstep: Class 2 contains 71824 members
Entering Unmasked Estep
Score: -16598210.000000 Penalty: 3782.530029
Iteration 132Q: 3 clusters Score -1.659821e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41544 members
Mstep: Class 2 contains 71842 members
Entering Unmasked Estep
Score: -16598160.000000 Penalty: 3782.530029
Iteration 133Q: 3 clusters Score -1.659816e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41522 members
Mstep: Class 2 contains 71864 members
Entering Unmasked Estep
Score: -16598139.000000 Penalty: 3782.530029
Iteration 134Q: 3 clusters Score -1.659814e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41504 members
Mstep: Class 2 contains 71882 members
Entering Unmasked Estep
Score: -16598140.000000 Penalty: 3782.530029
Iteration 135Q: 3 clusters Score -1.659814e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41484 members
Mstep: Class 2 contains 71902 members
Entering Unmasked Estep
Score: -16598132.000000 Penalty: 3782.530029
Iteration 136Q: 3 clusters Score -1.659813e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41461 members
Mstep: Class 2 contains 71925 members
Entering Unmasked Estep
Score: -16598118.000000 Penalty: 3782.530029
Iteration 137Q: 3 clusters Score -1.659812e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41437 members
Mstep: Class 2 contains 71949 members
Entering Unmasked Estep
Score: -16598082.000000 Penalty: 3782.530029
Iteration 138Q: 3 clusters Score -1.659808e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41404 members
Mstep: Class 2 contains 71982 members
Entering Unmasked Estep
Score: -16598055.000000 Penalty: 3782.530029
Iteration 139Q: 3 clusters Score -1.659806e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41376 members
Mstep: Class 2 contains 72010 members
Entering Unmasked Estep
Score: -16598049.000000 Penalty: 3782.530029
Iteration 140F: 3 clusters Score -1.659805e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41343 members
Mstep: Class 2 contains 72043 members
Entering Unmasked Estep
Score: -16598015.000000 Penalty: 3782.530029
Iteration 141Q: 3 clusters Score -1.659802e+07 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41319 members
Mstep: Class 2 contains 72067 members
Entering Unmasked Estep
Score: -16598042.000000 Penalty: 3782.530029
Iteration 142Q: 3 clusters Score -1.659804e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41291 members
Mstep: Class 2 contains 72095 members
Entering Unmasked Estep
Score: -16598013.000000 Penalty: 3782.530029
Iteration 143Q: 3 clusters Score -1.659801e+07 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41259 members
Mstep: Class 2 contains 72127 members
Entering Unmasked Estep
Score: -16597990.000000 Penalty: 3782.530029
Iteration 144Q: 3 clusters Score -1.659799e+07 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41230 members
Mstep: Class 2 contains 72156 members
Entering Unmasked Estep
Score: -16597977.000000 Penalty: 3782.530029
Iteration 145Q: 3 clusters Score -1.659798e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41211 members
Mstep: Class 2 contains 72175 members
Entering Unmasked Estep
Score: -16597945.000000 Penalty: 3782.530029
Iteration 146Q: 3 clusters Score -1.659794e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41193 members
Mstep: Class 2 contains 72193 members
Entering Unmasked Estep
Score: -16597932.000000 Penalty: 3782.530029
Iteration 147Q: 3 clusters Score -1.659793e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41178 members
Mstep: Class 2 contains 72208 members
Entering Unmasked Estep
Score: -16597918.000000 Penalty: 3782.530029
Iteration 148Q: 3 clusters Score -1.659792e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41160 members
Mstep: Class 2 contains 72226 members
Entering Unmasked Estep
Score: -16597932.000000 Penalty: 3782.530029
Iteration 149Q: 3 clusters Score -1.659793e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41146 members
Mstep: Class 2 contains 72240 members
Entering Unmasked Estep
Score: -16597924.000000 Penalty: 3782.530029
Iteration 150Q: 3 clusters Score -1.659792e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41131 members
Mstep: Class 2 contains 72255 members
Entering Unmasked Estep
Score: -16597943.000000 Penalty: 3782.530029
Iteration 151Q: 3 clusters Score -1.659794e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41118 members
Mstep: Class 2 contains 72268 members
Entering Unmasked Estep
Score: -16597915.000000 Penalty: 3782.530029
Iteration 152Q: 3 clusters Score -1.659792e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41103 members
Mstep: Class 2 contains 72283 members
Entering Unmasked Estep
Score: -16597908.000000 Penalty: 3782.530029
Iteration 153Q: 3 clusters Score -1.659791e+07 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41088 members
Mstep: Class 2 contains 72298 members
Entering Unmasked Estep
Score: -16597908.000000 Penalty: 3782.530029
Iteration 154Q: 3 clusters Score -1.659791e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41076 members
Mstep: Class 2 contains 72310 members
Entering Unmasked Estep
Score: -16597917.000000 Penalty: 3782.530029
Iteration 155Q: 3 clusters Score -1.659792e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41063 members
Mstep: Class 2 contains 72323 members
Entering Unmasked Estep
Score: -16597888.000000 Penalty: 3782.530029
Iteration 156Q: 3 clusters Score -1.659789e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41047 members
Mstep: Class 2 contains 72339 members
Entering Unmasked Estep
Score: -16597886.000000 Penalty: 3782.530029
Iteration 157Q: 3 clusters Score -1.659789e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41031 members
Mstep: Class 2 contains 72355 members
Entering Unmasked Estep
Score: -16597883.000000 Penalty: 3782.530029
Iteration 158Q: 3 clusters Score -1.659788e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41021 members
Mstep: Class 2 contains 72365 members
Entering Unmasked Estep
Score: -16597879.000000 Penalty: 3782.530029
Iteration 159Q: 3 clusters Score -1.659788e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41010 members
Mstep: Class 2 contains 72376 members
Entering Unmasked Estep
Score: -16597888.000000 Penalty: 3782.530029
Iteration 160F: 3 clusters Score -1.659789e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40998 members
Mstep: Class 2 contains 72388 members
Entering Unmasked Estep
Score: -16597857.000000 Penalty: 3782.530029
Iteration 161Q: 3 clusters Score -1.659786e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40988 members
Mstep: Class 2 contains 72398 members
Entering Unmasked Estep
Score: -16597871.000000 Penalty: 3782.530029
Iteration 162Q: 3 clusters Score -1.659787e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40974 members
Mstep: Class 2 contains 72412 members
Entering Unmasked Estep
Score: -16597844.000000 Penalty: 3782.530029
Iteration 163Q: 3 clusters Score -1.659784e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40967 members
Mstep: Class 2 contains 72419 members
Entering Unmasked Estep
Score: -16597829.000000 Penalty: 3782.530029
Iteration 164Q: 3 clusters Score -1.659783e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40964 members
Mstep: Class 2 contains 72422 members
Entering Unmasked Estep
Score: -16597827.000000 Penalty: 3782.530029
Iteration 165Q: 3 clusters Score -1.659783e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40961 members
Mstep: Class 2 contains 72425 members
Entering Unmasked Estep
Score: -16597836.000000 Penalty: 3782.530029
Iteration 166Q: 3 clusters Score -1.659784e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40959 members
Mstep: Class 2 contains 72427 members
Entering Unmasked Estep
Score: -16597833.000000 Penalty: 3782.530029
Iteration 167Q: 3 clusters Score -1.659783e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40959 members
Mstep: Class 2 contains 72427 members
Entering Unmasked Estep
Score: -16597829.000000 Penalty: 3782.530029
Iteration 168Q: 3 clusters Score -1.659783e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40957 members
Mstep: Class 2 contains 72429 members
Entering Unmasked Estep
Score: -16597823.000000 Penalty: 3782.530029
Iteration 169Q: 3 clusters Score -1.659782e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40956 members
Mstep: Class 2 contains 72430 members
Entering Unmasked Estep
Score: -16597826.000000 Penalty: 3782.530029
Iteration 170Q: 3 clusters Score -1.659783e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40954 members
Mstep: Class 2 contains 72432 members
Entering Unmasked Estep
Score: -16597838.000000 Penalty: 3782.530029
Iteration 171Q: 3 clusters Score -1.659784e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40954 members
Mstep: Class 2 contains 72432 members
Entering Unmasked Estep
Score: -16597845.000000 Penalty: 3782.530029
Iteration 172Q: 3 clusters Score -1.659784e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40953 members
Mstep: Class 2 contains 72433 members
Entering Unmasked Estep
Score: -16597838.000000 Penalty: 3782.530029
Iteration 173Q: 3 clusters Score -1.659784e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40954 members
Mstep: Class 2 contains 72432 members
Entering Unmasked Estep
Score: -16597846.000000 Penalty: 3782.530029
Iteration 174Q: 3 clusters Score -1.659785e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40954 members
Mstep: Class 2 contains 72432 members
Entering Unmasked Estep
Score: -16597846.000000 Penalty: 3782.530029
Iteration 175F: 3 clusters Score -1.659785e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 6315 members
Mstep: Class 2 contains 72161 members
Mstep: Class 3 contains 999 members
Mstep: Class 4 contains 39328 members
Mstep: Class 5 contains 31667 members
Mstep: Class 6 contains 57179 members
Mstep: Class 7 contains 4546 members
Mstep: Class 8 contains 64647 members
Mstep: Class 9 contains 60979 members
Mstep: Class 10 contains 57197 members
Mstep: Class 11 contains 44334 members
Mstep: Class 12 contains 58858 members
Mstep: Class 13 contains 61753 members
Mstep: Class 14 contains 24490 members
Mstep: Class 15 contains 63067 members
Mstep: Class 16 contains 40954 members
Mstep: Class 17 contains 81844 members
Mstep: Class 18 contains 116355 members
Mstep: Class 19 contains 116441 members
Mstep: Class 20 contains 75801 members
Mstep: Class 21 contains 74075 members
Mstep: Class 22 contains 1756 members
Mstep: Class 23 contains 20795 members
Mstep: Class 24 contains 58736 members
Mstep: Class 25 contains 56826 members
Mstep: Class 26 contains 2732 members
Mstep: Class 27 contains 52784 members
Mstep: Class 28 contains 42725 members
Mstep: Class 29 contains 57802 members
Mstep: Class 30 contains 69837 members
Mstep: Class 31 contains 60941 members
Mstep: Class 32 contains 66479 members
Mstep: Class 33 contains 38438 members
Mstep: Class 34 contains 58360 members
Mstep: Class 35 contains 72432 members
Entering Unmasked Estep
Score: -259694768.000000 Penalty: 81961.992188
Splitting cluster 16 changes total score from -259089056.000000 to -259694768.000000
So it's getting split into cluster 35.
Entering ConstructFrom:
Trying to split cluster 17 (81844 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 81844 members
Entering Unmasked Estep
Score: -12050924.000000 Penalty: 1838.292725
Iteration 0F: 2 clusters Score -1.205092e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40886 members
Mstep: Class 2 contains 40958 members
Entering Unmasked Estep
Score: -12047259.000000 Penalty: 3676.585449
Iteration 0F: 3 clusters Score -1.204726e+07 nChanged 39117
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39859 members
Mstep: Class 2 contains 41985 members
Entering Unmasked Estep
Score: -12070025.000000 Penalty: 3676.585449
Iteration 1F: 3 clusters Score -1.207002e+07 nChanged 3566
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38749 members
Mstep: Class 2 contains 43095 members
Entering Unmasked Estep
Score: -12071317.000000 Penalty: 3676.585449
Iteration 2Q: 3 clusters Score -1.207132e+07 nChanged 4176
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37109 members
Mstep: Class 2 contains 44735 members
Entering Unmasked Estep
Score: -12073348.000000 Penalty: 3676.585449
Iteration 3F: 3 clusters Score -1.207335e+07 nChanged 5063
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35052 members
Mstep: Class 2 contains 46792 members
Entering Unmasked Estep
Score: -12076581.000000 Penalty: 3676.585449
Iteration 4F: 3 clusters Score -1.207658e+07 nChanged 6162
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32662 members
Mstep: Class 2 contains 49182 members
Entering Unmasked Estep
Score: -12081571.000000 Penalty: 3676.585449
Iteration 5F: 3 clusters Score -1.208157e+07 nChanged 6653
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30747 members
Mstep: Class 2 contains 51097 members
Entering Unmasked Estep
Score: -12086116.000000 Penalty: 3676.585449
Iteration 6F: 3 clusters Score -1.208612e+07 nChanged 5261
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30430 members
Mstep: Class 2 contains 51414 members
Entering Unmasked Estep
Score: -12087720.000000 Penalty: 3676.585449
Iteration 7F: 3 clusters Score -1.208772e+07 nChanged 3141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30641 members
Mstep: Class 2 contains 51203 members
Entering Unmasked Estep
Score: -12087910.000000 Penalty: 3676.585449
Iteration 8Q: 3 clusters Score -1.208791e+07 nChanged 1953
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30952 members
Mstep: Class 2 contains 50892 members
Entering Unmasked Estep
Score: -12087906.000000 Penalty: 3676.585449
Iteration 9Q: 3 clusters Score -1.208791e+07 nChanged 1476
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31308 members
Mstep: Class 2 contains 50536 members
Entering Unmasked Estep
Score: -12087916.000000 Penalty: 3676.585449
Iteration 10Q: 3 clusters Score -1.208792e+07 nChanged 1356
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31694 members
Mstep: Class 2 contains 50150 members
Entering Unmasked Estep
Score: -12088086.000000 Penalty: 3676.585449
Iteration 11Q: 3 clusters Score -1.208809e+07 nChanged 1314
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32038 members
Mstep: Class 2 contains 49806 members
Entering Unmasked Estep
Score: -12088179.000000 Penalty: 3676.585449
Iteration 12Q: 3 clusters Score -1.208818e+07 nChanged 1254
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32300 members
Mstep: Class 2 contains 49544 members
Entering Unmasked Estep
Score: -12088297.000000 Penalty: 3676.585449
Iteration 13Q: 3 clusters Score -1.20883e+07 nChanged 1224
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32610 members
Mstep: Class 2 contains 49234 members
Entering Unmasked Estep
Score: -12088470.000000 Penalty: 3676.585449
Iteration 14Q: 3 clusters Score -1.208847e+07 nChanged 1122
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32872 members
Mstep: Class 2 contains 48972 members
Entering Unmasked Estep
Score: -12088457.000000 Penalty: 3676.585449
Iteration 15Q: 3 clusters Score -1.208846e+07 nChanged 1056
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33052 members
Mstep: Class 2 contains 48792 members
Entering Unmasked Estep
Score: -12088542.000000 Penalty: 3676.585449
Iteration 16Q: 3 clusters Score -1.208854e+07 nChanged 1014
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33276 members
Mstep: Class 2 contains 48568 members
Entering Unmasked Estep
Score: -12088559.000000 Penalty: 3676.585449
Iteration 17Q: 3 clusters Score -1.208856e+07 nChanged 929
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33483 members
Mstep: Class 2 contains 48361 members
Entering Unmasked Estep
Score: -12088618.000000 Penalty: 3676.585449
Iteration 18Q: 3 clusters Score -1.208862e+07 nChanged 882
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33729 members
Mstep: Class 2 contains 48115 members
Entering Unmasked Estep
Score: -12088753.000000 Penalty: 3676.585449
Iteration 19Q: 3 clusters Score -1.208875e+07 nChanged 786
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33959 members
Mstep: Class 2 contains 47885 members
Entering Unmasked Estep
Score: -12088758.000000 Penalty: 3676.585449
Iteration 20F: 3 clusters Score -1.208876e+07 nChanged 735
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34272 members
Mstep: Class 2 contains 47572 members
Entering Unmasked Estep
Score: -12088746.000000 Penalty: 3676.585449
Iteration 21Q: 3 clusters Score -1.208875e+07 nChanged 715
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34641 members
Mstep: Class 2 contains 47203 members
Entering Unmasked Estep
Score: -12088787.000000 Penalty: 3676.585449
Iteration 22Q: 3 clusters Score -1.208879e+07 nChanged 717
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34986 members
Mstep: Class 2 contains 46858 members
Entering Unmasked Estep
Score: -12088800.000000 Penalty: 3676.585449
Iteration 23Q: 3 clusters Score -1.20888e+07 nChanged 727
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35403 members
Mstep: Class 2 contains 46441 members
Entering Unmasked Estep
Score: -12088875.000000 Penalty: 3676.585449
Iteration 24Q: 3 clusters Score -1.208888e+07 nChanged 728
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35873 members
Mstep: Class 2 contains 45971 members
Entering Unmasked Estep
Score: -12088935.000000 Penalty: 3676.585449
Iteration 25Q: 3 clusters Score -1.208894e+07 nChanged 776
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36441 members
Mstep: Class 2 contains 45403 members
Entering Unmasked Estep
Score: -12089085.000000 Penalty: 3676.585449
Iteration 26Q: 3 clusters Score -1.208908e+07 nChanged 858
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37129 members
Mstep: Class 2 contains 44715 members
Entering Unmasked Estep
Score: -12089227.000000 Penalty: 3676.585449
Iteration 27Q: 3 clusters Score -1.208923e+07 nChanged 943
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37946 members
Mstep: Class 2 contains 43898 members
Entering Unmasked Estep
Score: -12089190.000000 Penalty: 3676.585449
Iteration 28Q: 3 clusters Score -1.208919e+07 nChanged 955
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38785 members
Mstep: Class 2 contains 43059 members
Entering Unmasked Estep
Score: -12089306.000000 Penalty: 3676.585449
Iteration 29Q: 3 clusters Score -1.208931e+07 nChanged 939
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39602 members
Mstep: Class 2 contains 42242 members
Entering Unmasked Estep
Score: -12089310.000000 Penalty: 3676.585449
Iteration 30Q: 3 clusters Score -1.208931e+07 nChanged 1028
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40516 members
Mstep: Class 2 contains 41328 members
Entering Unmasked Estep
Score: -12089420.000000 Penalty: 3676.585449
Iteration 31Q: 3 clusters Score -1.208942e+07 nChanged 1029
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41415 members
Mstep: Class 2 contains 40429 members
Entering Unmasked Estep
Score: -12089631.000000 Penalty: 3676.585449
Iteration 32Q: 3 clusters Score -1.208963e+07 nChanged 1014
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42291 members
Mstep: Class 2 contains 39553 members
Entering Unmasked Estep
Score: -12089700.000000 Penalty: 3676.585449
Iteration 33Q: 3 clusters Score -1.20897e+07 nChanged 1011
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43164 members
Mstep: Class 2 contains 38680 members
Entering Unmasked Estep
Score: -12089857.000000 Penalty: 3676.585449
Iteration 34Q: 3 clusters Score -1.208986e+07 nChanged 934
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43974 members
Mstep: Class 2 contains 37870 members
Entering Unmasked Estep
Score: -12090029.000000 Penalty: 3676.585449
Iteration 35Q: 3 clusters Score -1.209003e+07 nChanged 974
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 44824 members
Mstep: Class 2 contains 37020 members
Entering Unmasked Estep
Score: -12090284.000000 Penalty: 3676.585449
Iteration 36Q: 3 clusters Score -1.209028e+07 nChanged 975
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 45635 members
Mstep: Class 2 contains 36209 members
Entering Unmasked Estep
Score: -12090428.000000 Penalty: 3676.585449
Iteration 37Q: 3 clusters Score -1.209043e+07 nChanged 943
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 46418 members
Mstep: Class 2 contains 35426 members
Entering Unmasked Estep
Score: -12090603.000000 Penalty: 3676.585449
Iteration 38Q: 3 clusters Score -1.20906e+07 nChanged 894
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47170 members
Mstep: Class 2 contains 34674 members
Entering Unmasked Estep
Score: -12090863.000000 Penalty: 3676.585449
Iteration 39Q: 3 clusters Score -1.209086e+07 nChanged 883
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47901 members
Mstep: Class 2 contains 33943 members
Entering Unmasked Estep
Score: -12091018.000000 Penalty: 3676.585449
Iteration 40F: 3 clusters Score -1.209102e+07 nChanged 845
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 48592 members
Mstep: Class 2 contains 33252 members
Entering Unmasked Estep
Score: -12091189.000000 Penalty: 3676.585449
Iteration 41Q: 3 clusters Score -1.209119e+07 nChanged 800
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49210 members
Mstep: Class 2 contains 32634 members
Entering Unmasked Estep
Score: -12091472.000000 Penalty: 3676.585449
Iteration 42Q: 3 clusters Score -1.209147e+07 nChanged 753
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 49733 members
Mstep: Class 2 contains 32111 members
Entering Unmasked Estep
Score: -12091593.000000 Penalty: 3676.585449
Iteration 43Q: 3 clusters Score -1.209159e+07 nChanged 711
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50178 members
Mstep: Class 2 contains 31666 members
Entering Unmasked Estep
Score: -12091720.000000 Penalty: 3676.585449
Iteration 44Q: 3 clusters Score -1.209172e+07 nChanged 681
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 50635 members
Mstep: Class 2 contains 31209 members
Entering Unmasked Estep
Score: -12091830.000000 Penalty: 3676.585449
Iteration 45Q: 3 clusters Score -1.209183e+07 nChanged 662
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51075 members
Mstep: Class 2 contains 30769 members
Entering Unmasked Estep
Score: -12091826.000000 Penalty: 3676.585449
Iteration 46Q: 3 clusters Score -1.209183e+07 nChanged 664
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51461 members
Mstep: Class 2 contains 30383 members
Entering Unmasked Estep
Score: -12091807.000000 Penalty: 3676.585449
Iteration 47Q: 3 clusters Score -1.209181e+07 nChanged 628
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51737 members
Mstep: Class 2 contains 30107 members
Entering Unmasked Estep
Score: -12091778.000000 Penalty: 3676.585449
Iteration 48Q: 3 clusters Score -1.209178e+07 nChanged 624
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51933 members
Mstep: Class 2 contains 29911 members
Entering Unmasked Estep
Score: -12091701.000000 Penalty: 3676.585449
Iteration 49Q: 3 clusters Score -1.20917e+07 nChanged 628
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52035 members
Mstep: Class 2 contains 29809 members
Entering Unmasked Estep
Score: -12091695.000000 Penalty: 3676.585449
Iteration 50Q: 3 clusters Score -1.20917e+07 nChanged 565
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52082 members
Mstep: Class 2 contains 29762 members
Entering Unmasked Estep
Score: -12091607.000000 Penalty: 3676.585449
Iteration 51Q: 3 clusters Score -1.209161e+07 nChanged 553
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52101 members
Mstep: Class 2 contains 29743 members
Entering Unmasked Estep
Score: -12091525.000000 Penalty: 3676.585449
Iteration 52Q: 3 clusters Score -1.209152e+07 nChanged 466
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52113 members
Mstep: Class 2 contains 29731 members
Entering Unmasked Estep
Score: -12091511.000000 Penalty: 3676.585449
Iteration 53Q: 3 clusters Score -1.209151e+07 nChanged 440
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52115 members
Mstep: Class 2 contains 29729 members
Entering Unmasked Estep
Score: -12091471.000000 Penalty: 3676.585449
Iteration 54Q: 3 clusters Score -1.209147e+07 nChanged 421
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52122 members
Mstep: Class 2 contains 29722 members
Entering Unmasked Estep
Score: -12091434.000000 Penalty: 3676.585449
Iteration 55Q: 3 clusters Score -1.209143e+07 nChanged 392
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52102 members
Mstep: Class 2 contains 29742 members
Entering Unmasked Estep
Score: -12091411.000000 Penalty: 3676.585449
Iteration 56Q: 3 clusters Score -1.209141e+07 nChanged 363
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52061 members
Mstep: Class 2 contains 29783 members
Entering Unmasked Estep
Score: -12091361.000000 Penalty: 3676.585449
Iteration 57Q: 3 clusters Score -1.209136e+07 nChanged 303
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52030 members
Mstep: Class 2 contains 29814 members
Entering Unmasked Estep
Score: -12091347.000000 Penalty: 3676.585449
Iteration 58Q: 3 clusters Score -1.209135e+07 nChanged 280
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52012 members
Mstep: Class 2 contains 29832 members
Entering Unmasked Estep
Score: -12091341.000000 Penalty: 3676.585449
Iteration 59Q: 3 clusters Score -1.209134e+07 nChanged 238
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51986 members
Mstep: Class 2 contains 29858 members
Entering Unmasked Estep
Score: -12091358.000000 Penalty: 3676.585449
Iteration 60F: 3 clusters Score -1.209136e+07 nChanged 231
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51967 members
Mstep: Class 2 contains 29877 members
Entering Unmasked Estep
Score: -12091323.000000 Penalty: 3676.585449
Iteration 61Q: 3 clusters Score -1.209132e+07 nChanged 194
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51959 members
Mstep: Class 2 contains 29885 members
Entering Unmasked Estep
Score: -12091327.000000 Penalty: 3676.585449
Iteration 62Q: 3 clusters Score -1.209133e+07 nChanged 170
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51949 members
Mstep: Class 2 contains 29895 members
Entering Unmasked Estep
Score: -12091323.000000 Penalty: 3676.585449
Iteration 63Q: 3 clusters Score -1.209132e+07 nChanged 162
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51929 members
Mstep: Class 2 contains 29915 members
Entering Unmasked Estep
Score: -12091294.000000 Penalty: 3676.585449
Iteration 64Q: 3 clusters Score -1.209129e+07 nChanged 139
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51914 members
Mstep: Class 2 contains 29930 members
Entering Unmasked Estep
Score: -12091315.000000 Penalty: 3676.585449
Iteration 65Q: 3 clusters Score -1.209132e+07 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51893 members
Mstep: Class 2 contains 29951 members
Entering Unmasked Estep
Score: -12091299.000000 Penalty: 3676.585449
Iteration 66Q: 3 clusters Score -1.20913e+07 nChanged 123
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51890 members
Mstep: Class 2 contains 29954 members
Entering Unmasked Estep
Score: -12091274.000000 Penalty: 3676.585449
Iteration 67Q: 3 clusters Score -1.209127e+07 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51893 members
Mstep: Class 2 contains 29951 members
Entering Unmasked Estep
Score: -12091246.000000 Penalty: 3676.585449
Iteration 68Q: 3 clusters Score -1.209125e+07 nChanged 85
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51886 members
Mstep: Class 2 contains 29958 members
Entering Unmasked Estep
Score: -12091238.000000 Penalty: 3676.585449
Iteration 69Q: 3 clusters Score -1.209124e+07 nChanged 79
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51889 members
Mstep: Class 2 contains 29955 members
Entering Unmasked Estep
Score: -12091235.000000 Penalty: 3676.585449
Iteration 70Q: 3 clusters Score -1.209124e+07 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51907 members
Mstep: Class 2 contains 29937 members
Entering Unmasked Estep
Score: -12091182.000000 Penalty: 3676.585449
Iteration 71Q: 3 clusters Score -1.209118e+07 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51917 members
Mstep: Class 2 contains 29927 members
Entering Unmasked Estep
Score: -12091196.000000 Penalty: 3676.585449
Iteration 72Q: 3 clusters Score -1.20912e+07 nChanged 91
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51900 members
Mstep: Class 2 contains 29944 members
Entering Unmasked Estep
Score: -12091202.000000 Penalty: 3676.585449
Iteration 73Q: 3 clusters Score -1.20912e+07 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51896 members
Mstep: Class 2 contains 29948 members
Entering Unmasked Estep
Score: -12091172.000000 Penalty: 3676.585449
Iteration 74Q: 3 clusters Score -1.209117e+07 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51897 members
Mstep: Class 2 contains 29947 members
Entering Unmasked Estep
Score: -12091183.000000 Penalty: 3676.585449
Iteration 75Q: 3 clusters Score -1.209118e+07 nChanged 83
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51876 members
Mstep: Class 2 contains 29968 members
Entering Unmasked Estep
Score: -12091186.000000 Penalty: 3676.585449
Iteration 76Q: 3 clusters Score -1.209119e+07 nChanged 73
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51863 members
Mstep: Class 2 contains 29981 members
Entering Unmasked Estep
Score: -12091153.000000 Penalty: 3676.585449
Iteration 77Q: 3 clusters Score -1.209115e+07 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51862 members
Mstep: Class 2 contains 29982 members
Entering Unmasked Estep
Score: -12091131.000000 Penalty: 3676.585449
Iteration 78Q: 3 clusters Score -1.209113e+07 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51862 members
Mstep: Class 2 contains 29982 members
Entering Unmasked Estep
Score: -12091123.000000 Penalty: 3676.585449
Iteration 79Q: 3 clusters Score -1.209112e+07 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51869 members
Mstep: Class 2 contains 29975 members
Entering Unmasked Estep
Score: -12091148.000000 Penalty: 3676.585449
Iteration 80F: 3 clusters Score -1.209115e+07 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51884 members
Mstep: Class 2 contains 29960 members
Entering Unmasked Estep
Score: -12091160.000000 Penalty: 3676.585449
Iteration 81Q: 3 clusters Score -1.209116e+07 nChanged 51
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51903 members
Mstep: Class 2 contains 29941 members
Entering Unmasked Estep
Score: -12091138.000000 Penalty: 3676.585449
Iteration 82Q: 3 clusters Score -1.209114e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51910 members
Mstep: Class 2 contains 29934 members
Entering Unmasked Estep
Score: -12091126.000000 Penalty: 3676.585449
Iteration 83Q: 3 clusters Score -1.209113e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51921 members
Mstep: Class 2 contains 29923 members
Entering Unmasked Estep
Score: -12091113.000000 Penalty: 3676.585449
Iteration 84Q: 3 clusters Score -1.209111e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51939 members
Mstep: Class 2 contains 29905 members
Entering Unmasked Estep
Score: -12091115.000000 Penalty: 3676.585449
Iteration 85Q: 3 clusters Score -1.209112e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51949 members
Mstep: Class 2 contains 29895 members
Entering Unmasked Estep
Score: -12091113.000000 Penalty: 3676.585449
Iteration 86Q: 3 clusters Score -1.209111e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51949 members
Mstep: Class 2 contains 29895 members
Entering Unmasked Estep
Score: -12091122.000000 Penalty: 3676.585449
Iteration 87Q: 3 clusters Score -1.209112e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51953 members
Mstep: Class 2 contains 29891 members
Entering Unmasked Estep
Score: -12091117.000000 Penalty: 3676.585449
Iteration 88Q: 3 clusters Score -1.209112e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51957 members
Mstep: Class 2 contains 29887 members
Entering Unmasked Estep
Score: -12091115.000000 Penalty: 3676.585449
Iteration 89Q: 3 clusters Score -1.209112e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51961 members
Mstep: Class 2 contains 29883 members
Entering Unmasked Estep
Score: -12091125.000000 Penalty: 3676.585449
Iteration 90Q: 3 clusters Score -1.209112e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51962 members
Mstep: Class 2 contains 29882 members
Entering Unmasked Estep
Score: -12091124.000000 Penalty: 3676.585449
Iteration 91Q: 3 clusters Score -1.209112e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51971 members
Mstep: Class 2 contains 29873 members
Entering Unmasked Estep
Score: -12091123.000000 Penalty: 3676.585449
Iteration 92Q: 3 clusters Score -1.209112e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51981 members
Mstep: Class 2 contains 29863 members
Entering Unmasked Estep
Score: -12091131.000000 Penalty: 3676.585449
Iteration 93Q: 3 clusters Score -1.209113e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51989 members
Mstep: Class 2 contains 29855 members
Entering Unmasked Estep
Score: -12091110.000000 Penalty: 3676.585449
Iteration 94Q: 3 clusters Score -1.209111e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 51995 members
Mstep: Class 2 contains 29849 members
Entering Unmasked Estep
Score: -12091137.000000 Penalty: 3676.585449
Iteration 95Q: 3 clusters Score -1.209114e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52007 members
Mstep: Class 2 contains 29837 members
Entering Unmasked Estep
Score: -12091128.000000 Penalty: 3676.585449
Iteration 96Q: 3 clusters Score -1.209113e+07 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52022 members
Mstep: Class 2 contains 29822 members
Entering Unmasked Estep
Score: -12091096.000000 Penalty: 3676.585449
Iteration 97Q: 3 clusters Score -1.20911e+07 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52023 members
Mstep: Class 2 contains 29821 members
Entering Unmasked Estep
Score: -12091099.000000 Penalty: 3676.585449
Iteration 98Q: 3 clusters Score -1.20911e+07 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52026 members
Mstep: Class 2 contains 29818 members
Entering Unmasked Estep
Score: -12091110.000000 Penalty: 3676.585449
Iteration 99Q: 3 clusters Score -1.209111e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52016 members
Mstep: Class 2 contains 29828 members
Entering Unmasked Estep
Score: -12091120.000000 Penalty: 3676.585449
Iteration 100F: 3 clusters Score -1.209112e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52016 members
Mstep: Class 2 contains 29828 members
Entering Unmasked Estep
Score: -12091114.000000 Penalty: 3676.585449
Iteration 101Q: 3 clusters Score -1.209111e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52011 members
Mstep: Class 2 contains 29833 members
Entering Unmasked Estep
Score: -12091100.000000 Penalty: 3676.585449
Iteration 102Q: 3 clusters Score -1.20911e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52013 members
Mstep: Class 2 contains 29831 members
Entering Unmasked Estep
Score: -12091086.000000 Penalty: 3676.585449
Iteration 103Q: 3 clusters Score -1.209109e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52010 members
Mstep: Class 2 contains 29834 members
Entering Unmasked Estep
Score: -12091103.000000 Penalty: 3676.585449
Iteration 104Q: 3 clusters Score -1.20911e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52008 members
Mstep: Class 2 contains 29836 members
Entering Unmasked Estep
Score: -12091100.000000 Penalty: 3676.585449
Iteration 105Q: 3 clusters Score -1.20911e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52011 members
Mstep: Class 2 contains 29833 members
Entering Unmasked Estep
Score: -12091090.000000 Penalty: 3676.585449
Iteration 106Q: 3 clusters Score -1.209109e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52015 members
Mstep: Class 2 contains 29829 members
Entering Unmasked Estep
Score: -12091091.000000 Penalty: 3676.585449
Iteration 107Q: 3 clusters Score -1.209109e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52013 members
Mstep: Class 2 contains 29831 members
Entering Unmasked Estep
Score: -12091102.000000 Penalty: 3676.585449
Iteration 108Q: 3 clusters Score -1.20911e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52013 members
Mstep: Class 2 contains 29831 members
Entering Unmasked Estep
Score: -12091098.000000 Penalty: 3676.585449
Iteration 109Q: 3 clusters Score -1.20911e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52013 members
Mstep: Class 2 contains 29831 members
Entering Unmasked Estep
Score: -12091094.000000 Penalty: 3676.585449
Iteration 110Q: 3 clusters Score -1.209109e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52012 members
Mstep: Class 2 contains 29832 members
Entering Unmasked Estep
Score: -12091102.000000 Penalty: 3676.585449
Iteration 111Q: 3 clusters Score -1.20911e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52010 members
Mstep: Class 2 contains 29834 members
Entering Unmasked Estep
Score: -12091098.000000 Penalty: 3676.585449
Iteration 112Q: 3 clusters Score -1.20911e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52012 members
Mstep: Class 2 contains 29832 members
Entering Unmasked Estep
Score: -12091104.000000 Penalty: 3676.585449
Iteration 113Q: 3 clusters Score -1.20911e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52012 members
Mstep: Class 2 contains 29832 members
Entering Unmasked Estep
Score: -12091102.000000 Penalty: 3676.585449
Iteration 114Q: 3 clusters Score -1.20911e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52013 members
Mstep: Class 2 contains 29831 members
Entering Unmasked Estep
Score: -12091111.000000 Penalty: 3676.585449
Iteration 115Q: 3 clusters Score -1.209111e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52009 members
Mstep: Class 2 contains 29835 members
Entering Unmasked Estep
Score: -12091109.000000 Penalty: 3676.585449
Iteration 116Q: 3 clusters Score -1.209111e+07 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52008 members
Mstep: Class 2 contains 29836 members
Entering Unmasked Estep
Score: -12091111.000000 Penalty: 3676.585449
Iteration 117Q: 3 clusters Score -1.209111e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52008 members
Mstep: Class 2 contains 29836 members
Entering Unmasked Estep
Score: -12091118.000000 Penalty: 3676.585449
Iteration 118Q: 3 clusters Score -1.209112e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52010 members
Mstep: Class 2 contains 29834 members
Entering Unmasked Estep
Score: -12091116.000000 Penalty: 3676.585449
Iteration 119Q: 3 clusters Score -1.209112e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52011 members
Mstep: Class 2 contains 29833 members
Entering Unmasked Estep
Score: -12091114.000000 Penalty: 3676.585449
Iteration 120F: 3 clusters Score -1.209111e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52010 members
Mstep: Class 2 contains 29834 members
Entering Unmasked Estep
Score: -12091109.000000 Penalty: 3676.585449
Iteration 121Q: 3 clusters Score -1.209111e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52011 members
Mstep: Class 2 contains 29833 members
Entering Unmasked Estep
Score: -12091114.000000 Penalty: 3676.585449
Iteration 122Q: 3 clusters Score -1.209111e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52011 members
Mstep: Class 2 contains 29833 members
Entering Unmasked Estep
Score: -12091107.000000 Penalty: 3676.585449
Iteration 123Q: 3 clusters Score -1.209111e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52012 members
Mstep: Class 2 contains 29832 members
Entering Unmasked Estep
Score: -12091101.000000 Penalty: 3676.585449
Iteration 124Q: 3 clusters Score -1.20911e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52012 members
Mstep: Class 2 contains 29832 members
Entering Unmasked Estep
Score: -12091101.000000 Penalty: 3676.585449
Iteration 125F: 3 clusters Score -1.20911e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 6315 members
Mstep: Class 2 contains 72161 members
Mstep: Class 3 contains 999 members
Mstep: Class 4 contains 39328 members
Mstep: Class 5 contains 31667 members
Mstep: Class 6 contains 57179 members
Mstep: Class 7 contains 4546 members
Mstep: Class 8 contains 64647 members
Mstep: Class 9 contains 60979 members
Mstep: Class 10 contains 57197 members
Mstep: Class 11 contains 44334 members
Mstep: Class 12 contains 58858 members
Mstep: Class 13 contains 61753 members
Mstep: Class 14 contains 24490 members
Mstep: Class 15 contains 63067 members
Mstep: Class 16 contains 40954 members
Mstep: Class 17 contains 52012 members
Mstep: Class 18 contains 116355 members
Mstep: Class 19 contains 116441 members
Mstep: Class 20 contains 75801 members
Mstep: Class 21 contains 74075 members
Mstep: Class 22 contains 1756 members
Mstep: Class 23 contains 20795 members
Mstep: Class 24 contains 58736 members
Mstep: Class 25 contains 56826 members
Mstep: Class 26 contains 2732 members
Mstep: Class 27 contains 52784 members
Mstep: Class 28 contains 42725 members
Mstep: Class 29 contains 57802 members
Mstep: Class 30 contains 69837 members
Mstep: Class 31 contains 60941 members
Mstep: Class 32 contains 66479 members
Mstep: Class 33 contains 38438 members
Mstep: Class 34 contains 58360 members
Mstep: Class 35 contains 72432 members
Mstep: Class 36 contains 29832 members
Entering Unmasked Estep
Score: -259716880.000000 Penalty: 84303.757812
Splitting cluster 17 changes total score from -259089056.000000 to -259716880.000000
So it's getting split into cluster 36.
Entering ConstructFrom:
Trying to split cluster 18 (116355 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116355 members
Entering Unmasked Estep
Score: -17155104.000000 Penalty: 1895.465210
Iteration 0F: 2 clusters Score -1.71551e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58263 members
Mstep: Class 2 contains 58092 members
Entering Unmasked Estep
Score: -17187908.000000 Penalty: 3790.930420
Iteration 0F: 3 clusters Score -1.718791e+07 nChanged 55784
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58073 members
Mstep: Class 2 contains 58282 members
Entering Unmasked Estep
Score: -17220302.000000 Penalty: 3790.930420
Iteration 1F: 3 clusters Score -1.72203e+07 nChanged 6691
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58804 members
Mstep: Class 2 contains 57551 members
Entering Unmasked Estep
Score: -17221552.000000 Penalty: 3790.930420
Iteration 2F: 3 clusters Score -1.722155e+07 nChanged 6697
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60155 members
Mstep: Class 2 contains 56200 members
Entering Unmasked Estep
Score: -17223348.000000 Penalty: 3790.930420
Iteration 3F: 3 clusters Score -1.722335e+07 nChanged 8074
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61383 members
Mstep: Class 2 contains 54972 members
Entering Unmasked Estep
Score: -17226192.000000 Penalty: 3790.930420
Iteration 4F: 3 clusters Score -1.722619e+07 nChanged 9570
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 62025 members
Mstep: Class 2 contains 54330 members
Entering Unmasked Estep
Score: -17230356.000000 Penalty: 3790.930420
Iteration 5F: 3 clusters Score -1.723036e+07 nChanged 9814
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61717 members
Mstep: Class 2 contains 54638 members
Entering Unmasked Estep
Score: -17235268.000000 Penalty: 3790.930420
Iteration 6F: 3 clusters Score -1.723527e+07 nChanged 7514
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60709 members
Mstep: Class 2 contains 55646 members
Entering Unmasked Estep
Score: -17238762.000000 Penalty: 3790.930420
Iteration 7F: 3 clusters Score -1.723876e+07 nChanged 4060
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59223 members
Mstep: Class 2 contains 57132 members
Entering Unmasked Estep
Score: -17241274.000000 Penalty: 3790.930420
Iteration 8Q: 3 clusters Score -1.724127e+07 nChanged 2469
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57392 members
Mstep: Class 2 contains 58963 members
Entering Unmasked Estep
Score: -17243260.000000 Penalty: 3790.930420
Iteration 9Q: 3 clusters Score -1.724326e+07 nChanged 2034
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55586 members
Mstep: Class 2 contains 60769 members
Entering Unmasked Estep
Score: -17243534.000000 Penalty: 3790.930420
Iteration 10Q: 3 clusters Score -1.724353e+07 nChanged 1647
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54247 members
Mstep: Class 2 contains 62108 members
Entering Unmasked Estep
Score: -17242806.000000 Penalty: 3790.930420
Iteration 11Q: 3 clusters Score -1.724281e+07 nChanged 1524
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53719 members
Mstep: Class 2 contains 62636 members
Entering Unmasked Estep
Score: -17242410.000000 Penalty: 3790.930420
Iteration 12Q: 3 clusters Score -1.724241e+07 nChanged 1641
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 53976 members
Mstep: Class 2 contains 62379 members
Entering Unmasked Estep
Score: -17242588.000000 Penalty: 3790.930420
Iteration 13Q: 3 clusters Score -1.724259e+07 nChanged 1422
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54480 members
Mstep: Class 2 contains 61875 members
Entering Unmasked Estep
Score: -17242984.000000 Penalty: 3790.930420
Iteration 14Q: 3 clusters Score -1.724298e+07 nChanged 1167
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54983 members
Mstep: Class 2 contains 61372 members
Entering Unmasked Estep
Score: -17243356.000000 Penalty: 3790.930420
Iteration 15Q: 3 clusters Score -1.724336e+07 nChanged 1018
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55511 members
Mstep: Class 2 contains 60844 members
Entering Unmasked Estep
Score: -17243598.000000 Penalty: 3790.930420
Iteration 16Q: 3 clusters Score -1.72436e+07 nChanged 879
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55832 members
Mstep: Class 2 contains 60523 members
Entering Unmasked Estep
Score: -17243650.000000 Penalty: 3790.930420
Iteration 17Q: 3 clusters Score -1.724365e+07 nChanged 830
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56080 members
Mstep: Class 2 contains 60275 members
Entering Unmasked Estep
Score: -17243664.000000 Penalty: 3790.930420
Iteration 18Q: 3 clusters Score -1.724366e+07 nChanged 840
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56286 members
Mstep: Class 2 contains 60069 members
Entering Unmasked Estep
Score: -17243816.000000 Penalty: 3790.930420
Iteration 19Q: 3 clusters Score -1.724382e+07 nChanged 832
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56398 members
Mstep: Class 2 contains 59957 members
Entering Unmasked Estep
Score: -17243754.000000 Penalty: 3790.930420
Iteration 20F: 3 clusters Score -1.724375e+07 nChanged 747
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56425 members
Mstep: Class 2 contains 59930 members
Entering Unmasked Estep
Score: -17243818.000000 Penalty: 3790.930420
Iteration 21Q: 3 clusters Score -1.724382e+07 nChanged 697
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56376 members
Mstep: Class 2 contains 59979 members
Entering Unmasked Estep
Score: -17243848.000000 Penalty: 3790.930420
Iteration 22Q: 3 clusters Score -1.724385e+07 nChanged 658
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56252 members
Mstep: Class 2 contains 60103 members
Entering Unmasked Estep
Score: -17243942.000000 Penalty: 3790.930420
Iteration 23Q: 3 clusters Score -1.724394e+07 nChanged 698
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 56074 members
Mstep: Class 2 contains 60281 members
Entering Unmasked Estep
Score: -17243968.000000 Penalty: 3790.930420
Iteration 24Q: 3 clusters Score -1.724397e+07 nChanged 746
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55856 members
Mstep: Class 2 contains 60499 members
Entering Unmasked Estep
Score: -17244034.000000 Penalty: 3790.930420
Iteration 25Q: 3 clusters Score -1.724403e+07 nChanged 736
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55674 members
Mstep: Class 2 contains 60681 members
Entering Unmasked Estep
Score: -17244106.000000 Penalty: 3790.930420
Iteration 26Q: 3 clusters Score -1.724411e+07 nChanged 740
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55548 members
Mstep: Class 2 contains 60807 members
Entering Unmasked Estep
Score: -17244100.000000 Penalty: 3790.930420
Iteration 27Q: 3 clusters Score -1.72441e+07 nChanged 694
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55458 members
Mstep: Class 2 contains 60897 members
Entering Unmasked Estep
Score: -17244112.000000 Penalty: 3790.930420
Iteration 28Q: 3 clusters Score -1.724411e+07 nChanged 622
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55382 members
Mstep: Class 2 contains 60973 members
Entering Unmasked Estep
Score: -17244132.000000 Penalty: 3790.930420
Iteration 29Q: 3 clusters Score -1.724413e+07 nChanged 639
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55311 members
Mstep: Class 2 contains 61044 members
Entering Unmasked Estep
Score: -17244206.000000 Penalty: 3790.930420
Iteration 30Q: 3 clusters Score -1.724421e+07 nChanged 638
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55287 members
Mstep: Class 2 contains 61068 members
Entering Unmasked Estep
Score: -17244234.000000 Penalty: 3790.930420
Iteration 31Q: 3 clusters Score -1.724423e+07 nChanged 647
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55274 members
Mstep: Class 2 contains 61081 members
Entering Unmasked Estep
Score: -17244262.000000 Penalty: 3790.930420
Iteration 32Q: 3 clusters Score -1.724426e+07 nChanged 620
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55248 members
Mstep: Class 2 contains 61107 members
Entering Unmasked Estep
Score: -17244240.000000 Penalty: 3790.930420
Iteration 33Q: 3 clusters Score -1.724424e+07 nChanged 642
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55220 members
Mstep: Class 2 contains 61135 members
Entering Unmasked Estep
Score: -17244340.000000 Penalty: 3790.930420
Iteration 34Q: 3 clusters Score -1.724434e+07 nChanged 608
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55172 members
Mstep: Class 2 contains 61183 members
Entering Unmasked Estep
Score: -17244312.000000 Penalty: 3790.930420
Iteration 35Q: 3 clusters Score -1.724431e+07 nChanged 636
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55098 members
Mstep: Class 2 contains 61257 members
Entering Unmasked Estep
Score: -17244362.000000 Penalty: 3790.930420
Iteration 36Q: 3 clusters Score -1.724436e+07 nChanged 647
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55033 members
Mstep: Class 2 contains 61322 members
Entering Unmasked Estep
Score: -17244328.000000 Penalty: 3790.930420
Iteration 37Q: 3 clusters Score -1.724433e+07 nChanged 627
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54992 members
Mstep: Class 2 contains 61363 members
Entering Unmasked Estep
Score: -17244344.000000 Penalty: 3790.930420
Iteration 38Q: 3 clusters Score -1.724434e+07 nChanged 615
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54985 members
Mstep: Class 2 contains 61370 members
Entering Unmasked Estep
Score: -17244440.000000 Penalty: 3790.930420
Iteration 39Q: 3 clusters Score -1.724444e+07 nChanged 588
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54983 members
Mstep: Class 2 contains 61372 members
Entering Unmasked Estep
Score: -17244474.000000 Penalty: 3790.930420
Iteration 40F: 3 clusters Score -1.724447e+07 nChanged 591
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54992 members
Mstep: Class 2 contains 61363 members
Entering Unmasked Estep
Score: -17244464.000000 Penalty: 3790.930420
Iteration 41Q: 3 clusters Score -1.724446e+07 nChanged 594
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55010 members
Mstep: Class 2 contains 61345 members
Entering Unmasked Estep
Score: -17244550.000000 Penalty: 3790.930420
Iteration 42Q: 3 clusters Score -1.724455e+07 nChanged 583
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55027 members
Mstep: Class 2 contains 61328 members
Entering Unmasked Estep
Score: -17244522.000000 Penalty: 3790.930420
Iteration 43Q: 3 clusters Score -1.724452e+07 nChanged 543
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55022 members
Mstep: Class 2 contains 61333 members
Entering Unmasked Estep
Score: -17244520.000000 Penalty: 3790.930420
Iteration 44Q: 3 clusters Score -1.724452e+07 nChanged 521
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54981 members
Mstep: Class 2 contains 61374 members
Entering Unmasked Estep
Score: -17244458.000000 Penalty: 3790.930420
Iteration 45Q: 3 clusters Score -1.724446e+07 nChanged 482
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54949 members
Mstep: Class 2 contains 61406 members
Entering Unmasked Estep
Score: -17244478.000000 Penalty: 3790.930420
Iteration 46Q: 3 clusters Score -1.724448e+07 nChanged 474
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54893 members
Mstep: Class 2 contains 61462 members
Entering Unmasked Estep
Score: -17244390.000000 Penalty: 3790.930420
Iteration 47Q: 3 clusters Score -1.724439e+07 nChanged 467
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54882 members
Mstep: Class 2 contains 61473 members
Entering Unmasked Estep
Score: -17244424.000000 Penalty: 3790.930420
Iteration 48Q: 3 clusters Score -1.724442e+07 nChanged 452
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54862 members
Mstep: Class 2 contains 61493 members
Entering Unmasked Estep
Score: -17244498.000000 Penalty: 3790.930420
Iteration 49Q: 3 clusters Score -1.72445e+07 nChanged 458
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54826 members
Mstep: Class 2 contains 61529 members
Entering Unmasked Estep
Score: -17244454.000000 Penalty: 3790.930420
Iteration 50Q: 3 clusters Score -1.724445e+07 nChanged 476
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54840 members
Mstep: Class 2 contains 61515 members
Entering Unmasked Estep
Score: -17244462.000000 Penalty: 3790.930420
Iteration 51Q: 3 clusters Score -1.724446e+07 nChanged 471
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54847 members
Mstep: Class 2 contains 61508 members
Entering Unmasked Estep
Score: -17244516.000000 Penalty: 3790.930420
Iteration 52Q: 3 clusters Score -1.724452e+07 nChanged 438
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54839 members
Mstep: Class 2 contains 61516 members
Entering Unmasked Estep
Score: -17244542.000000 Penalty: 3790.930420
Iteration 53Q: 3 clusters Score -1.724454e+07 nChanged 424
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54831 members
Mstep: Class 2 contains 61524 members
Entering Unmasked Estep
Score: -17244636.000000 Penalty: 3790.930420
Iteration 54Q: 3 clusters Score -1.724464e+07 nChanged 416
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54825 members
Mstep: Class 2 contains 61530 members
Entering Unmasked Estep
Score: -17244638.000000 Penalty: 3790.930420
Iteration 55Q: 3 clusters Score -1.724464e+07 nChanged 381
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54850 members
Mstep: Class 2 contains 61505 members
Entering Unmasked Estep
Score: -17244710.000000 Penalty: 3790.930420
Iteration 56Q: 3 clusters Score -1.724471e+07 nChanged 353
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54859 members
Mstep: Class 2 contains 61496 members
Entering Unmasked Estep
Score: -17244692.000000 Penalty: 3790.930420
Iteration 57Q: 3 clusters Score -1.724469e+07 nChanged 321
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54836 members
Mstep: Class 2 contains 61519 members
Entering Unmasked Estep
Score: -17244730.000000 Penalty: 3790.930420
Iteration 58Q: 3 clusters Score -1.724473e+07 nChanged 339
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54823 members
Mstep: Class 2 contains 61532 members
Entering Unmasked Estep
Score: -17244754.000000 Penalty: 3790.930420
Iteration 59Q: 3 clusters Score -1.724475e+07 nChanged 308
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54815 members
Mstep: Class 2 contains 61540 members
Entering Unmasked Estep
Score: -17244730.000000 Penalty: 3790.930420
Iteration 60F: 3 clusters Score -1.724473e+07 nChanged 265
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54830 members
Mstep: Class 2 contains 61525 members
Entering Unmasked Estep
Score: -17244730.000000 Penalty: 3790.930420
Iteration 61Q: 3 clusters Score -1.724473e+07 nChanged 247
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54823 members
Mstep: Class 2 contains 61532 members
Entering Unmasked Estep
Score: -17244626.000000 Penalty: 3790.930420
Iteration 62Q: 3 clusters Score -1.724463e+07 nChanged 237
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54858 members
Mstep: Class 2 contains 61497 members
Entering Unmasked Estep
Score: -17244616.000000 Penalty: 3790.930420
Iteration 63Q: 3 clusters Score -1.724462e+07 nChanged 218
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54866 members
Mstep: Class 2 contains 61489 members
Entering Unmasked Estep
Score: -17244614.000000 Penalty: 3790.930420
Iteration 64Q: 3 clusters Score -1.724461e+07 nChanged 220
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54866 members
Mstep: Class 2 contains 61489 members
Entering Unmasked Estep
Score: -17244628.000000 Penalty: 3790.930420
Iteration 65Q: 3 clusters Score -1.724463e+07 nChanged 227
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54875 members
Mstep: Class 2 contains 61480 members
Entering Unmasked Estep
Score: -17244614.000000 Penalty: 3790.930420
Iteration 66Q: 3 clusters Score -1.724461e+07 nChanged 221
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54882 members
Mstep: Class 2 contains 61473 members
Entering Unmasked Estep
Score: -17244634.000000 Penalty: 3790.930420
Iteration 67Q: 3 clusters Score -1.724463e+07 nChanged 267
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54895 members
Mstep: Class 2 contains 61460 members
Entering Unmasked Estep
Score: -17244612.000000 Penalty: 3790.930420
Iteration 68Q: 3 clusters Score -1.724461e+07 nChanged 274
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54905 members
Mstep: Class 2 contains 61450 members
Entering Unmasked Estep
Score: -17244598.000000 Penalty: 3790.930420
Iteration 69Q: 3 clusters Score -1.72446e+07 nChanged 247
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54870 members
Mstep: Class 2 contains 61485 members
Entering Unmasked Estep
Score: -17244594.000000 Penalty: 3790.930420
Iteration 70Q: 3 clusters Score -1.724459e+07 nChanged 249
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54843 members
Mstep: Class 2 contains 61512 members
Entering Unmasked Estep
Score: -17244570.000000 Penalty: 3790.930420
Iteration 71Q: 3 clusters Score -1.724457e+07 nChanged 220
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54799 members
Mstep: Class 2 contains 61556 members
Entering Unmasked Estep
Score: -17244552.000000 Penalty: 3790.930420
Iteration 72Q: 3 clusters Score -1.724455e+07 nChanged 220
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54769 members
Mstep: Class 2 contains 61586 members
Entering Unmasked Estep
Score: -17244534.000000 Penalty: 3790.930420
Iteration 73Q: 3 clusters Score -1.724453e+07 nChanged 206
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54775 members
Mstep: Class 2 contains 61580 members
Entering Unmasked Estep
Score: -17244534.000000 Penalty: 3790.930420
Iteration 74Q: 3 clusters Score -1.724453e+07 nChanged 193
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54792 members
Mstep: Class 2 contains 61563 members
Entering Unmasked Estep
Score: -17244546.000000 Penalty: 3790.930420
Iteration 75Q: 3 clusters Score -1.724455e+07 nChanged 168
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54814 members
Mstep: Class 2 contains 61541 members
Entering Unmasked Estep
Score: -17244550.000000 Penalty: 3790.930420
Iteration 76Q: 3 clusters Score -1.724455e+07 nChanged 150
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54842 members
Mstep: Class 2 contains 61513 members
Entering Unmasked Estep
Score: -17244544.000000 Penalty: 3790.930420
Iteration 77Q: 3 clusters Score -1.724454e+07 nChanged 153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54855 members
Mstep: Class 2 contains 61500 members
Entering Unmasked Estep
Score: -17244538.000000 Penalty: 3790.930420
Iteration 78Q: 3 clusters Score -1.724454e+07 nChanged 164
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54867 members
Mstep: Class 2 contains 61488 members
Entering Unmasked Estep
Score: -17244540.000000 Penalty: 3790.930420
Iteration 79Q: 3 clusters Score -1.724454e+07 nChanged 162
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54901 members
Mstep: Class 2 contains 61454 members
Entering Unmasked Estep
Score: -17244568.000000 Penalty: 3790.930420
Iteration 80F: 3 clusters Score -1.724457e+07 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54928 members
Mstep: Class 2 contains 61427 members
Entering Unmasked Estep
Score: -17244594.000000 Penalty: 3790.930420
Iteration 81Q: 3 clusters Score -1.724459e+07 nChanged 157
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54963 members
Mstep: Class 2 contains 61392 members
Entering Unmasked Estep
Score: -17244646.000000 Penalty: 3790.930420
Iteration 82Q: 3 clusters Score -1.724465e+07 nChanged 154
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55015 members
Mstep: Class 2 contains 61340 members
Entering Unmasked Estep
Score: -17244628.000000 Penalty: 3790.930420
Iteration 83Q: 3 clusters Score -1.724463e+07 nChanged 173
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55046 members
Mstep: Class 2 contains 61309 members
Entering Unmasked Estep
Score: -17244662.000000 Penalty: 3790.930420
Iteration 84Q: 3 clusters Score -1.724466e+07 nChanged 181
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55053 members
Mstep: Class 2 contains 61302 members
Entering Unmasked Estep
Score: -17244706.000000 Penalty: 3790.930420
Iteration 85Q: 3 clusters Score -1.724471e+07 nChanged 186
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55071 members
Mstep: Class 2 contains 61284 members
Entering Unmasked Estep
Score: -17244702.000000 Penalty: 3790.930420
Iteration 86Q: 3 clusters Score -1.72447e+07 nChanged 215
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55092 members
Mstep: Class 2 contains 61263 members
Entering Unmasked Estep
Score: -17244674.000000 Penalty: 3790.930420
Iteration 87Q: 3 clusters Score -1.724467e+07 nChanged 235
Entering Unmasked Mstep
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Mstep: Class 1 contains 55115 members
Mstep: Class 2 contains 61240 members
Entering Unmasked Estep
Score: -17244702.000000 Penalty: 3790.930420
Iteration 88Q: 3 clusters Score -1.72447e+07 nChanged 242
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55167 members
Mstep: Class 2 contains 61188 members
Entering Unmasked Estep
Score: -17244644.000000 Penalty: 3790.930420
Iteration 89Q: 3 clusters Score -1.724464e+07 nChanged 262
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55245 members
Mstep: Class 2 contains 61110 members
Entering Unmasked Estep
Score: -17244696.000000 Penalty: 3790.930420
Iteration 90Q: 3 clusters Score -1.72447e+07 nChanged 279
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55346 members
Mstep: Class 2 contains 61009 members
Entering Unmasked Estep
Score: -17244784.000000 Penalty: 3790.930420
Iteration 91Q: 3 clusters Score -1.724478e+07 nChanged 302
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55408 members
Mstep: Class 2 contains 60947 members
Entering Unmasked Estep
Score: -17244790.000000 Penalty: 3790.930420
Iteration 92Q: 3 clusters Score -1.724479e+07 nChanged 287
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55461 members
Mstep: Class 2 contains 60894 members
Entering Unmasked Estep
Score: -17244848.000000 Penalty: 3790.930420
Iteration 93Q: 3 clusters Score -1.724485e+07 nChanged 277
Entering Unmasked Mstep
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Mstep: Class 1 contains 55494 members
Mstep: Class 2 contains 60861 members
Entering Unmasked Estep
Score: -17244860.000000 Penalty: 3790.930420
Iteration 94Q: 3 clusters Score -1.724486e+07 nChanged 296
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55538 members
Mstep: Class 2 contains 60817 members
Entering Unmasked Estep
Score: -17244932.000000 Penalty: 3790.930420
Iteration 95Q: 3 clusters Score -1.724493e+07 nChanged 299
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55581 members
Mstep: Class 2 contains 60774 members
Entering Unmasked Estep
Score: -17244942.000000 Penalty: 3790.930420
Iteration 96Q: 3 clusters Score -1.724494e+07 nChanged 303
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55624 members
Mstep: Class 2 contains 60731 members
Entering Unmasked Estep
Score: -17244980.000000 Penalty: 3790.930420
Iteration 97Q: 3 clusters Score -1.724498e+07 nChanged 311
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55623 members
Mstep: Class 2 contains 60732 members
Entering Unmasked Estep
Score: -17245044.000000 Penalty: 3790.930420
Iteration 98Q: 3 clusters Score -1.724504e+07 nChanged 318
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55601 members
Mstep: Class 2 contains 60754 members
Entering Unmasked Estep
Score: -17245016.000000 Penalty: 3790.930420
Iteration 99Q: 3 clusters Score -1.724502e+07 nChanged 333
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55554 members
Mstep: Class 2 contains 60801 members
Entering Unmasked Estep
Score: -17245000.000000 Penalty: 3790.930420
Iteration 100F: 3 clusters Score -1.7245e+07 nChanged 326
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55532 members
Mstep: Class 2 contains 60823 members
Entering Unmasked Estep
Score: -17244944.000000 Penalty: 3790.930420
Iteration 101Q: 3 clusters Score -1.724494e+07 nChanged 372
Entering Unmasked Mstep
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Mstep: Class 1 contains 55516 members
Mstep: Class 2 contains 60839 members
Entering Unmasked Estep
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Iteration 102Q: 3 clusters Score -1.724493e+07 nChanged 366
Entering Unmasked Mstep
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Mstep: Class 2 contains 60861 members
Entering Unmasked Estep
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Iteration 103Q: 3 clusters Score -1.724491e+07 nChanged 391
Entering Unmasked Mstep
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Mstep: Class 1 contains 55463 members
Mstep: Class 2 contains 60892 members
Entering Unmasked Estep
Score: -17244964.000000 Penalty: 3790.930420
Iteration 104Q: 3 clusters Score -1.724496e+07 nChanged 368
Entering Unmasked Mstep
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Mstep: Class 1 contains 55435 members
Mstep: Class 2 contains 60920 members
Entering Unmasked Estep
Score: -17245002.000000 Penalty: 3790.930420
Iteration 105Q: 3 clusters Score -1.7245e+07 nChanged 332
Entering Unmasked Mstep
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Mstep: Class 1 contains 55401 members
Mstep: Class 2 contains 60954 members
Entering Unmasked Estep
Score: -17245036.000000 Penalty: 3790.930420
Iteration 106Q: 3 clusters Score -1.724504e+07 nChanged 327
Entering Unmasked Mstep
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Mstep: Class 1 contains 55358 members
Mstep: Class 2 contains 60997 members
Entering Unmasked Estep
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Iteration 107Q: 3 clusters Score -1.724503e+07 nChanged 340
Entering Unmasked Mstep
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Mstep: Class 1 contains 55292 members
Mstep: Class 2 contains 61063 members
Entering Unmasked Estep
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Iteration 108Q: 3 clusters Score -1.724504e+07 nChanged 308
Entering Unmasked Mstep
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Mstep: Class 1 contains 55182 members
Mstep: Class 2 contains 61173 members
Entering Unmasked Estep
Score: -17245024.000000 Penalty: 3790.930420
Iteration 109Q: 3 clusters Score -1.724502e+07 nChanged 298
Entering Unmasked Mstep
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Mstep: Class 1 contains 55058 members
Mstep: Class 2 contains 61297 members
Entering Unmasked Estep
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Iteration 110Q: 3 clusters Score -1.724503e+07 nChanged 266
Entering Unmasked Mstep
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Mstep: Class 1 contains 54968 members
Mstep: Class 2 contains 61387 members
Entering Unmasked Estep
Score: -17245048.000000 Penalty: 3790.930420
Iteration 111Q: 3 clusters Score -1.724505e+07 nChanged 304
Entering Unmasked Mstep
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Mstep: Class 1 contains 54910 members
Mstep: Class 2 contains 61445 members
Entering Unmasked Estep
Score: -17245126.000000 Penalty: 3790.930420
Iteration 112Q: 3 clusters Score -1.724513e+07 nChanged 316
Entering Unmasked Mstep
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Mstep: Class 1 contains 54870 members
Mstep: Class 2 contains 61485 members
Entering Unmasked Estep
Score: -17245154.000000 Penalty: 3790.930420
Iteration 113Q: 3 clusters Score -1.724515e+07 nChanged 309
Entering Unmasked Mstep
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Mstep: Class 1 contains 54855 members
Mstep: Class 2 contains 61500 members
Entering Unmasked Estep
Score: -17245174.000000 Penalty: 3790.930420
Iteration 114Q: 3 clusters Score -1.724517e+07 nChanged 332
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Mstep: Class 1 contains 54829 members
Mstep: Class 2 contains 61526 members
Entering Unmasked Estep
Score: -17245134.000000 Penalty: 3790.930420
Iteration 115Q: 3 clusters Score -1.724513e+07 nChanged 351
Entering Unmasked Mstep
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Mstep: Class 1 contains 54820 members
Mstep: Class 2 contains 61535 members
Entering Unmasked Estep
Score: -17245194.000000 Penalty: 3790.930420
Iteration 116Q: 3 clusters Score -1.724519e+07 nChanged 360
Entering Unmasked Mstep
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Mstep: Class 1 contains 54808 members
Mstep: Class 2 contains 61547 members
Entering Unmasked Estep
Score: -17245144.000000 Penalty: 3790.930420
Iteration 117Q: 3 clusters Score -1.724514e+07 nChanged 386
Entering Unmasked Mstep
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Mstep: Class 1 contains 54774 members
Mstep: Class 2 contains 61581 members
Entering Unmasked Estep
Score: -17245110.000000 Penalty: 3790.930420
Iteration 118Q: 3 clusters Score -1.724511e+07 nChanged 418
Entering Unmasked Mstep
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Mstep: Class 1 contains 54732 members
Mstep: Class 2 contains 61623 members
Entering Unmasked Estep
Score: -17245170.000000 Penalty: 3790.930420
Iteration 119Q: 3 clusters Score -1.724517e+07 nChanged 407
Entering Unmasked Mstep
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Mstep: Class 1 contains 54667 members
Mstep: Class 2 contains 61688 members
Entering Unmasked Estep
Score: -17245138.000000 Penalty: 3790.930420
Iteration 120F: 3 clusters Score -1.724514e+07 nChanged 469
Entering Unmasked Mstep
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Mstep: Class 1 contains 54622 members
Mstep: Class 2 contains 61733 members
Entering Unmasked Estep
Score: -17245106.000000 Penalty: 3790.930420
Iteration 121Q: 3 clusters Score -1.724511e+07 nChanged 431
Entering Unmasked Mstep
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Mstep: Class 1 contains 54615 members
Mstep: Class 2 contains 61740 members
Entering Unmasked Estep
Score: -17245140.000000 Penalty: 3790.930420
Iteration 122Q: 3 clusters Score -1.724514e+07 nChanged 387
Entering Unmasked Mstep
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Mstep: Class 1 contains 54608 members
Mstep: Class 2 contains 61747 members
Entering Unmasked Estep
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Iteration 123Q: 3 clusters Score -1.724514e+07 nChanged 356
Entering Unmasked Mstep
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Mstep: Class 1 contains 54580 members
Mstep: Class 2 contains 61775 members
Entering Unmasked Estep
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Iteration 124Q: 3 clusters Score -1.724517e+07 nChanged 363
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Mstep: Class 2 contains 61832 members
Entering Unmasked Estep
Score: -17245178.000000 Penalty: 3790.930420
Iteration 125Q: 3 clusters Score -1.724518e+07 nChanged 340
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Mstep: Class 1 contains 54475 members
Mstep: Class 2 contains 61880 members
Entering Unmasked Estep
Score: -17245160.000000 Penalty: 3790.930420
Iteration 126Q: 3 clusters Score -1.724516e+07 nChanged 310
Entering Unmasked Mstep
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Mstep: Class 1 contains 54437 members
Mstep: Class 2 contains 61918 members
Entering Unmasked Estep
Score: -17245186.000000 Penalty: 3790.930420
Iteration 127Q: 3 clusters Score -1.724519e+07 nChanged 322
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Mstep: Class 1 contains 54431 members
Mstep: Class 2 contains 61924 members
Entering Unmasked Estep
Score: -17245234.000000 Penalty: 3790.930420
Iteration 128Q: 3 clusters Score -1.724523e+07 nChanged 280
Entering Unmasked Mstep
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Mstep: Class 1 contains 54399 members
Mstep: Class 2 contains 61956 members
Entering Unmasked Estep
Score: -17245186.000000 Penalty: 3790.930420
Iteration 129Q: 3 clusters Score -1.724519e+07 nChanged 247
Entering Unmasked Mstep
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Mstep: Class 1 contains 54396 members
Mstep: Class 2 contains 61959 members
Entering Unmasked Estep
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Iteration 130Q: 3 clusters Score -1.724518e+07 nChanged 252
Entering Unmasked Mstep
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Mstep: Class 1 contains 54392 members
Mstep: Class 2 contains 61963 members
Entering Unmasked Estep
Score: -17245148.000000 Penalty: 3790.930420
Iteration 131Q: 3 clusters Score -1.724515e+07 nChanged 249
Entering Unmasked Mstep
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Mstep: Class 1 contains 54371 members
Mstep: Class 2 contains 61984 members
Entering Unmasked Estep
Score: -17245128.000000 Penalty: 3790.930420
Iteration 132Q: 3 clusters Score -1.724513e+07 nChanged 281
Entering Unmasked Mstep
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Mstep: Class 1 contains 54376 members
Mstep: Class 2 contains 61979 members
Entering Unmasked Estep
Score: -17245074.000000 Penalty: 3790.930420
Iteration 133Q: 3 clusters Score -1.724507e+07 nChanged 292
Entering Unmasked Mstep
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Mstep: Class 1 contains 54382 members
Mstep: Class 2 contains 61973 members
Entering Unmasked Estep
Score: -17245040.000000 Penalty: 3790.930420
Iteration 134Q: 3 clusters Score -1.724504e+07 nChanged 248
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Mstep: Class 2 contains 61973 members
Entering Unmasked Estep
Score: -17245008.000000 Penalty: 3790.930420
Iteration 135Q: 3 clusters Score -1.724501e+07 nChanged 226
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Mstep: Class 1 contains 54370 members
Mstep: Class 2 contains 61985 members
Entering Unmasked Estep
Score: -17245028.000000 Penalty: 3790.930420
Iteration 136Q: 3 clusters Score -1.724503e+07 nChanged 221
Entering Unmasked Mstep
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Mstep: Class 1 contains 54399 members
Mstep: Class 2 contains 61956 members
Entering Unmasked Estep
Score: -17245050.000000 Penalty: 3790.930420
Iteration 137Q: 3 clusters Score -1.724505e+07 nChanged 222
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54425 members
Mstep: Class 2 contains 61930 members
Entering Unmasked Estep
Score: -17245044.000000 Penalty: 3790.930420
Iteration 138Q: 3 clusters Score -1.724504e+07 nChanged 175
Entering Unmasked Mstep
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Mstep: Class 1 contains 54458 members
Mstep: Class 2 contains 61897 members
Entering Unmasked Estep
Score: -17245044.000000 Penalty: 3790.930420
Iteration 139Q: 3 clusters Score -1.724504e+07 nChanged 166
Entering Unmasked Mstep
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Mstep: Class 1 contains 54482 members
Mstep: Class 2 contains 61873 members
Entering Unmasked Estep
Score: -17245074.000000 Penalty: 3790.930420
Iteration 140F: 3 clusters Score -1.724507e+07 nChanged 153
Entering Unmasked Mstep
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Mstep: Class 1 contains 54511 members
Mstep: Class 2 contains 61844 members
Entering Unmasked Estep
Score: -17245046.000000 Penalty: 3790.930420
Iteration 141Q: 3 clusters Score -1.724505e+07 nChanged 128
Entering Unmasked Mstep
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Mstep: Class 1 contains 54533 members
Mstep: Class 2 contains 61822 members
Entering Unmasked Estep
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Iteration 142Q: 3 clusters Score -1.724504e+07 nChanged 126
Entering Unmasked Mstep
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Mstep: Class 1 contains 54537 members
Mstep: Class 2 contains 61818 members
Entering Unmasked Estep
Score: -17245102.000000 Penalty: 3790.930420
Iteration 143Q: 3 clusters Score -1.72451e+07 nChanged 120
Entering Unmasked Mstep
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Mstep: Class 1 contains 54517 members
Mstep: Class 2 contains 61838 members
Entering Unmasked Estep
Score: -17245078.000000 Penalty: 3790.930420
Iteration 144Q: 3 clusters Score -1.724508e+07 nChanged 113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54494 members
Mstep: Class 2 contains 61861 members
Entering Unmasked Estep
Score: -17245068.000000 Penalty: 3790.930420
Iteration 145Q: 3 clusters Score -1.724507e+07 nChanged 116
Entering Unmasked Mstep
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Mstep: Class 1 contains 54486 members
Mstep: Class 2 contains 61869 members
Entering Unmasked Estep
Score: -17245058.000000 Penalty: 3790.930420
Iteration 146Q: 3 clusters Score -1.724506e+07 nChanged 110
Entering Unmasked Mstep
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Mstep: Class 1 contains 54470 members
Mstep: Class 2 contains 61885 members
Entering Unmasked Estep
Score: -17245052.000000 Penalty: 3790.930420
Iteration 147Q: 3 clusters Score -1.724505e+07 nChanged 110
Entering Unmasked Mstep
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Mstep: Class 2 contains 61885 members
Entering Unmasked Estep
Score: -17245032.000000 Penalty: 3790.930420
Iteration 148Q: 3 clusters Score -1.724503e+07 nChanged 104
Entering Unmasked Mstep
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Mstep: Class 1 contains 54476 members
Mstep: Class 2 contains 61879 members
Entering Unmasked Estep
Score: -17245046.000000 Penalty: 3790.930420
Iteration 149Q: 3 clusters Score -1.724505e+07 nChanged 103
Entering Unmasked Mstep
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Mstep: Class 1 contains 54463 members
Mstep: Class 2 contains 61892 members
Entering Unmasked Estep
Score: -17245084.000000 Penalty: 3790.930420
Iteration 150Q: 3 clusters Score -1.724508e+07 nChanged 82
Entering Unmasked Mstep
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Mstep: Class 1 contains 54453 members
Mstep: Class 2 contains 61902 members
Entering Unmasked Estep
Score: -17245106.000000 Penalty: 3790.930420
Iteration 151Q: 3 clusters Score -1.724511e+07 nChanged 86
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Mstep: Class 1 contains 54429 members
Mstep: Class 2 contains 61926 members
Entering Unmasked Estep
Score: -17245086.000000 Penalty: 3790.930420
Iteration 152Q: 3 clusters Score -1.724509e+07 nChanged 76
Entering Unmasked Mstep
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Mstep: Class 1 contains 54417 members
Mstep: Class 2 contains 61938 members
Entering Unmasked Estep
Score: -17245088.000000 Penalty: 3790.930420
Iteration 153Q: 3 clusters Score -1.724509e+07 nChanged 83
Entering Unmasked Mstep
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Mstep: Class 1 contains 54394 members
Mstep: Class 2 contains 61961 members
Entering Unmasked Estep
Score: -17245056.000000 Penalty: 3790.930420
Iteration 154Q: 3 clusters Score -1.724506e+07 nChanged 86
Entering Unmasked Mstep
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Mstep: Class 1 contains 54372 members
Mstep: Class 2 contains 61983 members
Entering Unmasked Estep
Score: -17245024.000000 Penalty: 3790.930420
Iteration 155Q: 3 clusters Score -1.724502e+07 nChanged 83
Entering Unmasked Mstep
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Mstep: Class 1 contains 54375 members
Mstep: Class 2 contains 61980 members
Entering Unmasked Estep
Score: -17245006.000000 Penalty: 3790.930420
Iteration 156Q: 3 clusters Score -1.724501e+07 nChanged 72
Entering Unmasked Mstep
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Mstep: Class 1 contains 54379 members
Mstep: Class 2 contains 61976 members
Entering Unmasked Estep
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Iteration 157Q: 3 clusters Score -1.724499e+07 nChanged 66
Entering Unmasked Mstep
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Mstep: Class 1 contains 54377 members
Mstep: Class 2 contains 61978 members
Entering Unmasked Estep
Score: -17244982.000000 Penalty: 3790.930420
Iteration 158Q: 3 clusters Score -1.724498e+07 nChanged 64
Entering Unmasked Mstep
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Mstep: Class 2 contains 61982 members
Entering Unmasked Estep
Score: -17245008.000000 Penalty: 3790.930420
Iteration 159Q: 3 clusters Score -1.724501e+07 nChanged 58
Entering Unmasked Mstep
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Mstep: Class 1 contains 54367 members
Mstep: Class 2 contains 61988 members
Entering Unmasked Estep
Score: -17245016.000000 Penalty: 3790.930420
Iteration 160F: 3 clusters Score -1.724502e+07 nChanged 72
Entering Unmasked Mstep
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Mstep: Class 1 contains 54345 members
Mstep: Class 2 contains 62010 members
Entering Unmasked Estep
Score: -17245012.000000 Penalty: 3790.930420
Iteration 161Q: 3 clusters Score -1.724501e+07 nChanged 71
Entering Unmasked Mstep
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Mstep: Class 1 contains 54324 members
Mstep: Class 2 contains 62031 members
Entering Unmasked Estep
Score: -17244950.000000 Penalty: 3790.930420
Iteration 162Q: 3 clusters Score -1.724495e+07 nChanged 59
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Mstep: Class 2 contains 62032 members
Entering Unmasked Estep
Score: -17244944.000000 Penalty: 3790.930420
Iteration 163Q: 3 clusters Score -1.724494e+07 nChanged 60
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Mstep: Class 1 contains 54333 members
Mstep: Class 2 contains 62022 members
Entering Unmasked Estep
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Iteration 164Q: 3 clusters Score -1.724498e+07 nChanged 58
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Mstep: Class 1 contains 54337 members
Mstep: Class 2 contains 62018 members
Entering Unmasked Estep
Score: -17244980.000000 Penalty: 3790.930420
Iteration 165Q: 3 clusters Score -1.724498e+07 nChanged 57
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Mstep: Class 2 contains 62007 members
Entering Unmasked Estep
Score: -17244990.000000 Penalty: 3790.930420
Iteration 166Q: 3 clusters Score -1.724499e+07 nChanged 53
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Mstep: Class 2 contains 61986 members
Entering Unmasked Estep
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Iteration 167Q: 3 clusters Score -1.724499e+07 nChanged 60
Entering Unmasked Mstep
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Mstep: Class 2 contains 61960 members
Entering Unmasked Estep
Score: -17245026.000000 Penalty: 3790.930420
Iteration 168Q: 3 clusters Score -1.724503e+07 nChanged 41
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Mstep: Class 2 contains 61957 members
Entering Unmasked Estep
Score: -17245034.000000 Penalty: 3790.930420
Iteration 169Q: 3 clusters Score -1.724503e+07 nChanged 49
Entering Unmasked Mstep
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Mstep: Class 1 contains 54383 members
Mstep: Class 2 contains 61972 members
Entering Unmasked Estep
Score: -17245030.000000 Penalty: 3790.930420
Iteration 170Q: 3 clusters Score -1.724503e+07 nChanged 36
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Mstep: Class 2 contains 61972 members
Entering Unmasked Estep
Score: -17245032.000000 Penalty: 3790.930420
Iteration 171Q: 3 clusters Score -1.724503e+07 nChanged 36
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Mstep: Class 2 contains 61960 members
Entering Unmasked Estep
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Iteration 172Q: 3 clusters Score -1.724502e+07 nChanged 25
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Mstep: Class 2 contains 61959 members
Entering Unmasked Estep
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Iteration 173Q: 3 clusters Score -1.724503e+07 nChanged 24
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Mstep: Class 2 contains 61971 members
Entering Unmasked Estep
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Iteration 174Q: 3 clusters Score -1.724503e+07 nChanged 25
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Mstep: Class 2 contains 61974 members
Entering Unmasked Estep
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Iteration 175Q: 3 clusters Score -1.724503e+07 nChanged 29
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Mstep: Class 2 contains 61977 members
Entering Unmasked Estep
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Iteration 176Q: 3 clusters Score -1.724503e+07 nChanged 22
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Mstep: Class 2 contains 61977 members
Entering Unmasked Estep
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Iteration 177Q: 3 clusters Score -1.724503e+07 nChanged 22
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Mstep: Class 2 contains 61979 members
Entering Unmasked Estep
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Iteration 178Q: 3 clusters Score -1.724501e+07 nChanged 33
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Mstep: Class 2 contains 61984 members
Entering Unmasked Estep
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Iteration 179Q: 3 clusters Score -1.724501e+07 nChanged 36
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Mstep: Class 2 contains 61980 members
Entering Unmasked Estep
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Iteration 180F: 3 clusters Score -1.7245e+07 nChanged 36
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Mstep: Class 2 contains 61978 members
Entering Unmasked Estep
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Iteration 181Q: 3 clusters Score -1.7245e+07 nChanged 33
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Entering Unmasked Estep
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Iteration 182Q: 3 clusters Score -1.724501e+07 nChanged 23
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Mstep: Class 2 contains 61978 members
Entering Unmasked Estep
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Iteration 183Q: 3 clusters Score -1.7245e+07 nChanged 27
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Mstep: Class 2 contains 61977 members
Entering Unmasked Estep
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Iteration 184Q: 3 clusters Score -1.724502e+07 nChanged 21
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Mstep: Class 2 contains 61972 members
Entering Unmasked Estep
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Iteration 185Q: 3 clusters Score -1.724503e+07 nChanged 19
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Mstep: Class 2 contains 61961 members
Entering Unmasked Estep
Score: -17245038.000000 Penalty: 3790.930420
Iteration 186Q: 3 clusters Score -1.724504e+07 nChanged 15
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Mstep: Class 2 contains 61962 members
Entering Unmasked Estep
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Iteration 187Q: 3 clusters Score -1.724504e+07 nChanged 18
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Mstep: Class 2 contains 61960 members
Entering Unmasked Estep
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Iteration 188Q: 3 clusters Score -1.724505e+07 nChanged 16
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Mstep: Class 2 contains 61960 members
Entering Unmasked Estep
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Iteration 189Q: 3 clusters Score -1.724503e+07 nChanged 18
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Mstep: Class 2 contains 61954 members
Entering Unmasked Estep
Score: -17245052.000000 Penalty: 3790.930420
Iteration 190Q: 3 clusters Score -1.724505e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54403 members
Mstep: Class 2 contains 61952 members
Entering Unmasked Estep
Score: -17245072.000000 Penalty: 3790.930420
Iteration 191Q: 3 clusters Score -1.724507e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54403 members
Mstep: Class 2 contains 61952 members
Entering Unmasked Estep
Score: -17245058.000000 Penalty: 3790.930420
Iteration 192Q: 3 clusters Score -1.724506e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54404 members
Mstep: Class 2 contains 61951 members
Entering Unmasked Estep
Score: -17245078.000000 Penalty: 3790.930420
Iteration 193Q: 3 clusters Score -1.724508e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54399 members
Mstep: Class 2 contains 61956 members
Entering Unmasked Estep
Score: -17245056.000000 Penalty: 3790.930420
Iteration 194Q: 3 clusters Score -1.724506e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54398 members
Mstep: Class 2 contains 61957 members
Entering Unmasked Estep
Score: -17245052.000000 Penalty: 3790.930420
Iteration 195Q: 3 clusters Score -1.724505e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54399 members
Mstep: Class 2 contains 61956 members
Entering Unmasked Estep
Score: -17245076.000000 Penalty: 3790.930420
Iteration 196Q: 3 clusters Score -1.724508e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54401 members
Mstep: Class 2 contains 61954 members
Entering Unmasked Estep
Score: -17245070.000000 Penalty: 3790.930420
Iteration 197Q: 3 clusters Score -1.724507e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54398 members
Mstep: Class 2 contains 61957 members
Entering Unmasked Estep
Score: -17245068.000000 Penalty: 3790.930420
Iteration 198Q: 3 clusters Score -1.724507e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54396 members
Mstep: Class 2 contains 61959 members
Entering Unmasked Estep
Score: -17245052.000000 Penalty: 3790.930420
Iteration 199Q: 3 clusters Score -1.724505e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54394 members
Mstep: Class 2 contains 61961 members
Entering Unmasked Estep
Score: -17245044.000000 Penalty: 3790.930420
Iteration 200F: 3 clusters Score -1.724504e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54398 members
Mstep: Class 2 contains 61957 members
Entering Unmasked Estep
Score: -17245054.000000 Penalty: 3790.930420
Iteration 201Q: 3 clusters Score -1.724505e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54399 members
Mstep: Class 2 contains 61956 members
Entering Unmasked Estep
Score: -17245046.000000 Penalty: 3790.930420
Iteration 202Q: 3 clusters Score -1.724505e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54398 members
Mstep: Class 2 contains 61957 members
Entering Unmasked Estep
Score: -17245046.000000 Penalty: 3790.930420
Iteration 203Q: 3 clusters Score -1.724505e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54393 members
Mstep: Class 2 contains 61962 members
Entering Unmasked Estep
Score: -17245036.000000 Penalty: 3790.930420
Iteration 204Q: 3 clusters Score -1.724504e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54384 members
Mstep: Class 2 contains 61971 members
Entering Unmasked Estep
Score: -17245040.000000 Penalty: 3790.930420
Iteration 205Q: 3 clusters Score -1.724504e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54389 members
Mstep: Class 2 contains 61966 members
Entering Unmasked Estep
Score: -17245052.000000 Penalty: 3790.930420
Iteration 206Q: 3 clusters Score -1.724505e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54393 members
Mstep: Class 2 contains 61962 members
Entering Unmasked Estep
Score: -17245038.000000 Penalty: 3790.930420
Iteration 207Q: 3 clusters Score -1.724504e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54402 members
Mstep: Class 2 contains 61953 members
Entering Unmasked Estep
Score: -17245074.000000 Penalty: 3790.930420
Iteration 208Q: 3 clusters Score -1.724507e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54410 members
Mstep: Class 2 contains 61945 members
Entering Unmasked Estep
Score: -17245082.000000 Penalty: 3790.930420
Iteration 209Q: 3 clusters Score -1.724508e+07 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54425 members
Mstep: Class 2 contains 61930 members
Entering Unmasked Estep
Score: -17245084.000000 Penalty: 3790.930420
Iteration 210Q: 3 clusters Score -1.724508e+07 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54431 members
Mstep: Class 2 contains 61924 members
Entering Unmasked Estep
Score: -17245082.000000 Penalty: 3790.930420
Iteration 211Q: 3 clusters Score -1.724508e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54434 members
Mstep: Class 2 contains 61921 members
Entering Unmasked Estep
Score: -17245068.000000 Penalty: 3790.930420
Iteration 212Q: 3 clusters Score -1.724507e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54442 members
Mstep: Class 2 contains 61913 members
Entering Unmasked Estep
Score: -17245082.000000 Penalty: 3790.930420
Iteration 213Q: 3 clusters Score -1.724508e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54431 members
Mstep: Class 2 contains 61924 members
Entering Unmasked Estep
Score: -17245082.000000 Penalty: 3790.930420
Iteration 214Q: 3 clusters Score -1.724508e+07 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54433 members
Mstep: Class 2 contains 61922 members
Entering Unmasked Estep
Score: -17245078.000000 Penalty: 3790.930420
Iteration 215Q: 3 clusters Score -1.724508e+07 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54439 members
Mstep: Class 2 contains 61916 members
Entering Unmasked Estep
Score: -17245094.000000 Penalty: 3790.930420
Iteration 216Q: 3 clusters Score -1.724509e+07 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54441 members
Mstep: Class 2 contains 61914 members
Entering Unmasked Estep
Score: -17245100.000000 Penalty: 3790.930420
Iteration 217Q: 3 clusters Score -1.72451e+07 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54456 members
Mstep: Class 2 contains 61899 members
Entering Unmasked Estep
Score: -17245102.000000 Penalty: 3790.930420
Iteration 218Q: 3 clusters Score -1.72451e+07 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54474 members
Mstep: Class 2 contains 61881 members
Entering Unmasked Estep
Score: -17245086.000000 Penalty: 3790.930420
Iteration 219Q: 3 clusters Score -1.724509e+07 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54493 members
Mstep: Class 2 contains 61862 members
Entering Unmasked Estep
Score: -17245068.000000 Penalty: 3790.930420
Iteration 220F: 3 clusters Score -1.724507e+07 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54517 members
Mstep: Class 2 contains 61838 members
Entering Unmasked Estep
Score: -17245040.000000 Penalty: 3790.930420
Iteration 221Q: 3 clusters Score -1.724504e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54534 members
Mstep: Class 2 contains 61821 members
Entering Unmasked Estep
Score: -17245074.000000 Penalty: 3790.930420
Iteration 222Q: 3 clusters Score -1.724507e+07 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54553 members
Mstep: Class 2 contains 61802 members
Entering Unmasked Estep
Score: -17245076.000000 Penalty: 3790.930420
Iteration 223Q: 3 clusters Score -1.724508e+07 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54567 members
Mstep: Class 2 contains 61788 members
Entering Unmasked Estep
Score: -17245084.000000 Penalty: 3790.930420
Iteration 224Q: 3 clusters Score -1.724508e+07 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54580 members
Mstep: Class 2 contains 61775 members
Entering Unmasked Estep
Score: -17245084.000000 Penalty: 3790.930420
Iteration 225Q: 3 clusters Score -1.724508e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54580 members
Mstep: Class 2 contains 61775 members
Entering Unmasked Estep
Score: -17245090.000000 Penalty: 3790.930420
Iteration 226Q: 3 clusters Score -1.724509e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54588 members
Mstep: Class 2 contains 61767 members
Entering Unmasked Estep
Score: -17245086.000000 Penalty: 3790.930420
Iteration 227Q: 3 clusters Score -1.724509e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54592 members
Mstep: Class 2 contains 61763 members
Entering Unmasked Estep
Score: -17245102.000000 Penalty: 3790.930420
Iteration 228Q: 3 clusters Score -1.72451e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54585 members
Mstep: Class 2 contains 61770 members
Entering Unmasked Estep
Score: -17245124.000000 Penalty: 3790.930420
Iteration 229Q: 3 clusters Score -1.724512e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54579 members
Mstep: Class 2 contains 61776 members
Entering Unmasked Estep
Score: -17245136.000000 Penalty: 3790.930420
Iteration 230Q: 3 clusters Score -1.724514e+07 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54573 members
Mstep: Class 2 contains 61782 members
Entering Unmasked Estep
Score: -17245128.000000 Penalty: 3790.930420
Iteration 231Q: 3 clusters Score -1.724513e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54567 members
Mstep: Class 2 contains 61788 members
Entering Unmasked Estep
Score: -17245110.000000 Penalty: 3790.930420
Iteration 232Q: 3 clusters Score -1.724511e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54566 members
Mstep: Class 2 contains 61789 members
Entering Unmasked Estep
Score: -17245110.000000 Penalty: 3790.930420
Iteration 233Q: 3 clusters Score -1.724511e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54568 members
Mstep: Class 2 contains 61787 members
Entering Unmasked Estep
Score: -17245122.000000 Penalty: 3790.930420
Iteration 234Q: 3 clusters Score -1.724512e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54568 members
Mstep: Class 2 contains 61787 members
Entering Unmasked Estep
Score: -17245120.000000 Penalty: 3790.930420
Iteration 235Q: 3 clusters Score -1.724512e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54571 members
Mstep: Class 2 contains 61784 members
Entering Unmasked Estep
Score: -17245112.000000 Penalty: 3790.930420
Iteration 236Q: 3 clusters Score -1.724511e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54573 members
Mstep: Class 2 contains 61782 members
Entering Unmasked Estep
Score: -17245110.000000 Penalty: 3790.930420
Iteration 237Q: 3 clusters Score -1.724511e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54572 members
Mstep: Class 2 contains 61783 members
Entering Unmasked Estep
Score: -17245114.000000 Penalty: 3790.930420
Iteration 238Q: 3 clusters Score -1.724511e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 54572 members
Mstep: Class 2 contains 61783 members
Entering Unmasked Estep
Score: -17245114.000000 Penalty: 3790.930420
Iteration 239F: 3 clusters Score -1.724511e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 6315 members
Mstep: Class 2 contains 72161 members
Mstep: Class 3 contains 999 members
Mstep: Class 4 contains 39328 members
Mstep: Class 5 contains 31667 members
Mstep: Class 6 contains 57179 members
Mstep: Class 7 contains 4546 members
Mstep: Class 8 contains 64647 members
Mstep: Class 9 contains 60979 members
Mstep: Class 10 contains 57197 members
Mstep: Class 11 contains 44334 members
Mstep: Class 12 contains 58858 members
Mstep: Class 13 contains 61753 members
Mstep: Class 14 contains 24490 members
Mstep: Class 15 contains 63067 members
Mstep: Class 16 contains 40954 members
Mstep: Class 17 contains 52012 members
Mstep: Class 18 contains 54572 members
Mstep: Class 19 contains 116441 members
Mstep: Class 20 contains 75801 members
Mstep: Class 21 contains 74075 members
Mstep: Class 22 contains 1756 members
Mstep: Class 23 contains 20795 members
Mstep: Class 24 contains 58736 members
Mstep: Class 25 contains 56826 members
Mstep: Class 26 contains 2732 members
Mstep: Class 27 contains 52784 members
Mstep: Class 28 contains 42725 members
Mstep: Class 29 contains 57802 members
Mstep: Class 30 contains 69837 members
Mstep: Class 31 contains 60941 members
Mstep: Class 32 contains 66479 members
Mstep: Class 33 contains 38438 members
Mstep: Class 34 contains 58360 members
Mstep: Class 35 contains 72432 members
Mstep: Class 36 contains 29832 members
Mstep: Class 37 contains 61783 members
Entering Unmasked Estep
Score: -259772912.000000 Penalty: 86645.531250
Splitting cluster 18 changes total score from -259089056.000000 to -259772912.000000
So it's getting split into cluster 37.
Entering ConstructFrom:
Trying to split cluster 19 (116441 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 116441 members
Entering Unmasked Estep
Score: -16933244.000000 Penalty: 1895.585327
Iteration 0F: 2 clusters Score -1.693324e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58244 members
Mstep: Class 2 contains 58197 members
Entering Unmasked Estep
Score: -16936786.000000 Penalty: 3791.170654
Iteration 0F: 3 clusters Score -1.693679e+07 nChanged 55923
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57051 members
Mstep: Class 2 contains 59390 members
Entering Unmasked Estep
Score: -16969718.000000 Penalty: 3791.170654
Iteration 1F: 3 clusters Score -1.696972e+07 nChanged 7089
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57492 members
Mstep: Class 2 contains 58949 members
Entering Unmasked Estep
Score: -16971460.000000 Penalty: 3791.170654
Iteration 2F: 3 clusters Score -1.697146e+07 nChanged 6728
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59648 members
Mstep: Class 2 contains 56793 members
Entering Unmasked Estep
Score: -16974046.000000 Penalty: 3791.170654
Iteration 3F: 3 clusters Score -1.697405e+07 nChanged 7302
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61060 members
Mstep: Class 2 contains 55381 members
Entering Unmasked Estep
Score: -16978034.000000 Penalty: 3791.170654
Iteration 4F: 3 clusters Score -1.697803e+07 nChanged 8838
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60214 members
Mstep: Class 2 contains 56227 members
Entering Unmasked Estep
Score: -16983928.000000 Penalty: 3791.170654
Iteration 5F: 3 clusters Score -1.698393e+07 nChanged 8473
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58465 members
Mstep: Class 2 contains 57976 members
Entering Unmasked Estep
Score: -16989444.000000 Penalty: 3791.170654
Iteration 6F: 3 clusters Score -1.698944e+07 nChanged 6924
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57671 members
Mstep: Class 2 contains 58770 members
Entering Unmasked Estep
Score: -16991984.000000 Penalty: 3791.170654
Iteration 7F: 3 clusters Score -1.699198e+07 nChanged 4262
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57655 members
Mstep: Class 2 contains 58786 members
Entering Unmasked Estep
Score: -16992830.000000 Penalty: 3791.170654
Iteration 8Q: 3 clusters Score -1.699283e+07 nChanged 2169
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 57952 members
Mstep: Class 2 contains 58489 members
Entering Unmasked Estep
Score: -16993198.000000 Penalty: 3791.170654
Iteration 9Q: 3 clusters Score -1.69932e+07 nChanged 1280
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58340 members
Mstep: Class 2 contains 58101 members
Entering Unmasked Estep
Score: -16993290.000000 Penalty: 3791.170654
Iteration 10Q: 3 clusters Score -1.699329e+07 nChanged 1035
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58645 members
Mstep: Class 2 contains 57796 members
Entering Unmasked Estep
Score: -16993398.000000 Penalty: 3791.170654
Iteration 11Q: 3 clusters Score -1.69934e+07 nChanged 968
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58795 members
Mstep: Class 2 contains 57646 members
Entering Unmasked Estep
Score: -16993508.000000 Penalty: 3791.170654
Iteration 12Q: 3 clusters Score -1.699351e+07 nChanged 961
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58862 members
Mstep: Class 2 contains 57579 members
Entering Unmasked Estep
Score: -16993680.000000 Penalty: 3791.170654
Iteration 13Q: 3 clusters Score -1.699368e+07 nChanged 941
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58859 members
Mstep: Class 2 contains 57582 members
Entering Unmasked Estep
Score: -16993726.000000 Penalty: 3791.170654
Iteration 14Q: 3 clusters Score -1.699373e+07 nChanged 916
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58809 members
Mstep: Class 2 contains 57632 members
Entering Unmasked Estep
Score: -16993706.000000 Penalty: 3791.170654
Iteration 15Q: 3 clusters Score -1.699371e+07 nChanged 807
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58758 members
Mstep: Class 2 contains 57683 members
Entering Unmasked Estep
Score: -16993752.000000 Penalty: 3791.170654
Iteration 16Q: 3 clusters Score -1.699375e+07 nChanged 733
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58631 members
Mstep: Class 2 contains 57810 members
Entering Unmasked Estep
Score: -16993854.000000 Penalty: 3791.170654
Iteration 17Q: 3 clusters Score -1.699385e+07 nChanged 675
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58556 members
Mstep: Class 2 contains 57885 members
Entering Unmasked Estep
Score: -16993882.000000 Penalty: 3791.170654
Iteration 18Q: 3 clusters Score -1.699388e+07 nChanged 668
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58522 members
Mstep: Class 2 contains 57919 members
Entering Unmasked Estep
Score: -16993974.000000 Penalty: 3791.170654
Iteration 19Q: 3 clusters Score -1.699397e+07 nChanged 682
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58512 members
Mstep: Class 2 contains 57929 members
Entering Unmasked Estep
Score: -16993972.000000 Penalty: 3791.170654
Iteration 20F: 3 clusters Score -1.699397e+07 nChanged 662
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58512 members
Mstep: Class 2 contains 57929 members
Entering Unmasked Estep
Score: -16993986.000000 Penalty: 3791.170654
Iteration 21Q: 3 clusters Score -1.699399e+07 nChanged 648
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58534 members
Mstep: Class 2 contains 57907 members
Entering Unmasked Estep
Score: -16993986.000000 Penalty: 3791.170654
Iteration 22Q: 3 clusters Score -1.699399e+07 nChanged 589
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58555 members
Mstep: Class 2 contains 57886 members
Entering Unmasked Estep
Score: -16994034.000000 Penalty: 3791.170654
Iteration 23Q: 3 clusters Score -1.699403e+07 nChanged 538
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58519 members
Mstep: Class 2 contains 57922 members
Entering Unmasked Estep
Score: -16994044.000000 Penalty: 3791.170654
Iteration 24Q: 3 clusters Score -1.699404e+07 nChanged 518
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58533 members
Mstep: Class 2 contains 57908 members
Entering Unmasked Estep
Score: -16994076.000000 Penalty: 3791.170654
Iteration 25Q: 3 clusters Score -1.699408e+07 nChanged 500
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58595 members
Mstep: Class 2 contains 57846 members
Entering Unmasked Estep
Score: -16994102.000000 Penalty: 3791.170654
Iteration 26Q: 3 clusters Score -1.69941e+07 nChanged 502
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58609 members
Mstep: Class 2 contains 57832 members
Entering Unmasked Estep
Score: -16994150.000000 Penalty: 3791.170654
Iteration 27Q: 3 clusters Score -1.699415e+07 nChanged 492
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58631 members
Mstep: Class 2 contains 57810 members
Entering Unmasked Estep
Score: -16994200.000000 Penalty: 3791.170654
Iteration 28Q: 3 clusters Score -1.69942e+07 nChanged 469
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58644 members
Mstep: Class 2 contains 57797 members
Entering Unmasked Estep
Score: -16994202.000000 Penalty: 3791.170654
Iteration 29Q: 3 clusters Score -1.69942e+07 nChanged 480
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58638 members
Mstep: Class 2 contains 57803 members
Entering Unmasked Estep
Score: -16994224.000000 Penalty: 3791.170654
Iteration 30Q: 3 clusters Score -1.699422e+07 nChanged 434
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58650 members
Mstep: Class 2 contains 57791 members
Entering Unmasked Estep
Score: -16994246.000000 Penalty: 3791.170654
Iteration 31Q: 3 clusters Score -1.699425e+07 nChanged 437
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58643 members
Mstep: Class 2 contains 57798 members
Entering Unmasked Estep
Score: -16994238.000000 Penalty: 3791.170654
Iteration 32Q: 3 clusters Score -1.699424e+07 nChanged 422
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58633 members
Mstep: Class 2 contains 57808 members
Entering Unmasked Estep
Score: -16994236.000000 Penalty: 3791.170654
Iteration 33Q: 3 clusters Score -1.699424e+07 nChanged 368
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58645 members
Mstep: Class 2 contains 57796 members
Entering Unmasked Estep
Score: -16994238.000000 Penalty: 3791.170654
Iteration 34Q: 3 clusters Score -1.699424e+07 nChanged 381
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58656 members
Mstep: Class 2 contains 57785 members
Entering Unmasked Estep
Score: -16994230.000000 Penalty: 3791.170654
Iteration 35Q: 3 clusters Score -1.699423e+07 nChanged 383
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58647 members
Mstep: Class 2 contains 57794 members
Entering Unmasked Estep
Score: -16994206.000000 Penalty: 3791.170654
Iteration 36Q: 3 clusters Score -1.699421e+07 nChanged 399
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58618 members
Mstep: Class 2 contains 57823 members
Entering Unmasked Estep
Score: -16994212.000000 Penalty: 3791.170654
Iteration 37Q: 3 clusters Score -1.699421e+07 nChanged 415
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58619 members
Mstep: Class 2 contains 57822 members
Entering Unmasked Estep
Score: -16994208.000000 Penalty: 3791.170654
Iteration 38Q: 3 clusters Score -1.699421e+07 nChanged 384
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58665 members
Mstep: Class 2 contains 57776 members
Entering Unmasked Estep
Score: -16994222.000000 Penalty: 3791.170654
Iteration 39Q: 3 clusters Score -1.699422e+07 nChanged 389
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58684 members
Mstep: Class 2 contains 57757 members
Entering Unmasked Estep
Score: -16994224.000000 Penalty: 3791.170654
Iteration 40F: 3 clusters Score -1.699422e+07 nChanged 383
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58707 members
Mstep: Class 2 contains 57734 members
Entering Unmasked Estep
Score: -16994140.000000 Penalty: 3791.170654
Iteration 41Q: 3 clusters Score -1.699414e+07 nChanged 374
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58721 members
Mstep: Class 2 contains 57720 members
Entering Unmasked Estep
Score: -16994162.000000 Penalty: 3791.170654
Iteration 42Q: 3 clusters Score -1.699416e+07 nChanged 371
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58666 members
Mstep: Class 2 contains 57775 members
Entering Unmasked Estep
Score: -16994214.000000 Penalty: 3791.170654
Iteration 43Q: 3 clusters Score -1.699421e+07 nChanged 379
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58615 members
Mstep: Class 2 contains 57826 members
Entering Unmasked Estep
Score: -16994258.000000 Penalty: 3791.170654
Iteration 44Q: 3 clusters Score -1.699426e+07 nChanged 412
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58583 members
Mstep: Class 2 contains 57858 members
Entering Unmasked Estep
Score: -16994268.000000 Penalty: 3791.170654
Iteration 45Q: 3 clusters Score -1.699427e+07 nChanged 435
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58606 members
Mstep: Class 2 contains 57835 members
Entering Unmasked Estep
Score: -16994242.000000 Penalty: 3791.170654
Iteration 46Q: 3 clusters Score -1.699424e+07 nChanged 438
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58594 members
Mstep: Class 2 contains 57847 members
Entering Unmasked Estep
Score: -16994298.000000 Penalty: 3791.170654
Iteration 47Q: 3 clusters Score -1.69943e+07 nChanged 461
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58567 members
Mstep: Class 2 contains 57874 members
Entering Unmasked Estep
Score: -16994354.000000 Penalty: 3791.170654
Iteration 48Q: 3 clusters Score -1.699435e+07 nChanged 466
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58551 members
Mstep: Class 2 contains 57890 members
Entering Unmasked Estep
Score: -16994384.000000 Penalty: 3791.170654
Iteration 49Q: 3 clusters Score -1.699438e+07 nChanged 441
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58536 members
Mstep: Class 2 contains 57905 members
Entering Unmasked Estep
Score: -16994396.000000 Penalty: 3791.170654
Iteration 50Q: 3 clusters Score -1.69944e+07 nChanged 457
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58495 members
Mstep: Class 2 contains 57946 members
Entering Unmasked Estep
Score: -16994444.000000 Penalty: 3791.170654
Iteration 51Q: 3 clusters Score -1.699444e+07 nChanged 471
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58494 members
Mstep: Class 2 contains 57947 members
Entering Unmasked Estep
Score: -16994472.000000 Penalty: 3791.170654
Iteration 52Q: 3 clusters Score -1.699447e+07 nChanged 494
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58502 members
Mstep: Class 2 contains 57939 members
Entering Unmasked Estep
Score: -16994496.000000 Penalty: 3791.170654
Iteration 53Q: 3 clusters Score -1.69945e+07 nChanged 469
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58487 members
Mstep: Class 2 contains 57954 members
Entering Unmasked Estep
Score: -16994516.000000 Penalty: 3791.170654
Iteration 54Q: 3 clusters Score -1.699452e+07 nChanged 459
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58408 members
Mstep: Class 2 contains 58033 members
Entering Unmasked Estep
Score: -16994530.000000 Penalty: 3791.170654
Iteration 55Q: 3 clusters Score -1.699453e+07 nChanged 460
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58320 members
Mstep: Class 2 contains 58121 members
Entering Unmasked Estep
Score: -16994456.000000 Penalty: 3791.170654
Iteration 56Q: 3 clusters Score -1.699446e+07 nChanged 449
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58269 members
Mstep: Class 2 contains 58172 members
Entering Unmasked Estep
Score: -16994452.000000 Penalty: 3791.170654
Iteration 57Q: 3 clusters Score -1.699445e+07 nChanged 472
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58249 members
Mstep: Class 2 contains 58192 members
Entering Unmasked Estep
Score: -16994464.000000 Penalty: 3791.170654
Iteration 58Q: 3 clusters Score -1.699446e+07 nChanged 518
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58293 members
Mstep: Class 2 contains 58148 members
Entering Unmasked Estep
Score: -16994438.000000 Penalty: 3791.170654
Iteration 59Q: 3 clusters Score -1.699444e+07 nChanged 487
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58326 members
Mstep: Class 2 contains 58115 members
Entering Unmasked Estep
Score: -16994514.000000 Penalty: 3791.170654
Iteration 60F: 3 clusters Score -1.699451e+07 nChanged 520
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58312 members
Mstep: Class 2 contains 58129 members
Entering Unmasked Estep
Score: -16994552.000000 Penalty: 3791.170654
Iteration 61Q: 3 clusters Score -1.699455e+07 nChanged 517
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58355 members
Mstep: Class 2 contains 58086 members
Entering Unmasked Estep
Score: -16994608.000000 Penalty: 3791.170654
Iteration 62Q: 3 clusters Score -1.699461e+07 nChanged 512
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58335 members
Mstep: Class 2 contains 58106 members
Entering Unmasked Estep
Score: -16994544.000000 Penalty: 3791.170654
Iteration 63Q: 3 clusters Score -1.699454e+07 nChanged 486
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58317 members
Mstep: Class 2 contains 58124 members
Entering Unmasked Estep
Score: -16994550.000000 Penalty: 3791.170654
Iteration 64Q: 3 clusters Score -1.699455e+07 nChanged 487
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58304 members
Mstep: Class 2 contains 58137 members
Entering Unmasked Estep
Score: -16994584.000000 Penalty: 3791.170654
Iteration 65Q: 3 clusters Score -1.699458e+07 nChanged 522
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58336 members
Mstep: Class 2 contains 58105 members
Entering Unmasked Estep
Score: -16994634.000000 Penalty: 3791.170654
Iteration 66Q: 3 clusters Score -1.699463e+07 nChanged 588
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58346 members
Mstep: Class 2 contains 58095 members
Entering Unmasked Estep
Score: -16994660.000000 Penalty: 3791.170654
Iteration 67Q: 3 clusters Score -1.699466e+07 nChanged 542
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58338 members
Mstep: Class 2 contains 58103 members
Entering Unmasked Estep
Score: -16994688.000000 Penalty: 3791.170654
Iteration 68Q: 3 clusters Score -1.699469e+07 nChanged 473
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58345 members
Mstep: Class 2 contains 58096 members
Entering Unmasked Estep
Score: -16994672.000000 Penalty: 3791.170654
Iteration 69Q: 3 clusters Score -1.699467e+07 nChanged 409
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58328 members
Mstep: Class 2 contains 58113 members
Entering Unmasked Estep
Score: -16994684.000000 Penalty: 3791.170654
Iteration 70Q: 3 clusters Score -1.699468e+07 nChanged 401
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58315 members
Mstep: Class 2 contains 58126 members
Entering Unmasked Estep
Score: -16994708.000000 Penalty: 3791.170654
Iteration 71Q: 3 clusters Score -1.699471e+07 nChanged 431
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58324 members
Mstep: Class 2 contains 58117 members
Entering Unmasked Estep
Score: -16994750.000000 Penalty: 3791.170654
Iteration 72Q: 3 clusters Score -1.699475e+07 nChanged 441
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58285 members
Mstep: Class 2 contains 58156 members
Entering Unmasked Estep
Score: -16994714.000000 Penalty: 3791.170654
Iteration 73Q: 3 clusters Score -1.699471e+07 nChanged 434
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58239 members
Mstep: Class 2 contains 58202 members
Entering Unmasked Estep
Score: -16994754.000000 Penalty: 3791.170654
Iteration 74Q: 3 clusters Score -1.699475e+07 nChanged 436
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58223 members
Mstep: Class 2 contains 58218 members
Entering Unmasked Estep
Score: -16994782.000000 Penalty: 3791.170654
Iteration 75Q: 3 clusters Score -1.699478e+07 nChanged 448
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58223 members
Mstep: Class 2 contains 58218 members
Entering Unmasked Estep
Score: -16994846.000000 Penalty: 3791.170654
Iteration 76Q: 3 clusters Score -1.699485e+07 nChanged 449
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58216 members
Mstep: Class 2 contains 58225 members
Entering Unmasked Estep
Score: -16994892.000000 Penalty: 3791.170654
Iteration 77Q: 3 clusters Score -1.699489e+07 nChanged 431
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58213 members
Mstep: Class 2 contains 58228 members
Entering Unmasked Estep
Score: -16994912.000000 Penalty: 3791.170654
Iteration 78Q: 3 clusters Score -1.699491e+07 nChanged 394
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58239 members
Mstep: Class 2 contains 58202 members
Entering Unmasked Estep
Score: -16994966.000000 Penalty: 3791.170654
Iteration 79Q: 3 clusters Score -1.699497e+07 nChanged 419
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58260 members
Mstep: Class 2 contains 58181 members
Entering Unmasked Estep
Score: -16994952.000000 Penalty: 3791.170654
Iteration 80F: 3 clusters Score -1.699495e+07 nChanged 416
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58246 members
Mstep: Class 2 contains 58195 members
Entering Unmasked Estep
Score: -16994934.000000 Penalty: 3791.170654
Iteration 81Q: 3 clusters Score -1.699493e+07 nChanged 394
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58250 members
Mstep: Class 2 contains 58191 members
Entering Unmasked Estep
Score: -16994986.000000 Penalty: 3791.170654
Iteration 82Q: 3 clusters Score -1.699499e+07 nChanged 374
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58228 members
Mstep: Class 2 contains 58213 members
Entering Unmasked Estep
Score: -16994936.000000 Penalty: 3791.170654
Iteration 83Q: 3 clusters Score -1.699494e+07 nChanged 368
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58222 members
Mstep: Class 2 contains 58219 members
Entering Unmasked Estep
Score: -16994926.000000 Penalty: 3791.170654
Iteration 84Q: 3 clusters Score -1.699493e+07 nChanged 351
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58217 members
Mstep: Class 2 contains 58224 members
Entering Unmasked Estep
Score: -16994930.000000 Penalty: 3791.170654
Iteration 85Q: 3 clusters Score -1.699493e+07 nChanged 334
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58249 members
Mstep: Class 2 contains 58192 members
Entering Unmasked Estep
Score: -16994940.000000 Penalty: 3791.170654
Iteration 86Q: 3 clusters Score -1.699494e+07 nChanged 319
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58270 members
Mstep: Class 2 contains 58171 members
Entering Unmasked Estep
Score: -16994940.000000 Penalty: 3791.170654
Iteration 87Q: 3 clusters Score -1.699494e+07 nChanged 313
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58277 members
Mstep: Class 2 contains 58164 members
Entering Unmasked Estep
Score: -16994984.000000 Penalty: 3791.170654
Iteration 88Q: 3 clusters Score -1.699498e+07 nChanged 295
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58264 members
Mstep: Class 2 contains 58177 members
Entering Unmasked Estep
Score: -16994988.000000 Penalty: 3791.170654
Iteration 89Q: 3 clusters Score -1.699499e+07 nChanged 267
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58299 members
Mstep: Class 2 contains 58142 members
Entering Unmasked Estep
Score: -16994952.000000 Penalty: 3791.170654
Iteration 90Q: 3 clusters Score -1.699495e+07 nChanged 268
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58349 members
Mstep: Class 2 contains 58092 members
Entering Unmasked Estep
Score: -16994968.000000 Penalty: 3791.170654
Iteration 91Q: 3 clusters Score -1.699497e+07 nChanged 251
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58358 members
Mstep: Class 2 contains 58083 members
Entering Unmasked Estep
Score: -16994962.000000 Penalty: 3791.170654
Iteration 92Q: 3 clusters Score -1.699496e+07 nChanged 227
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58353 members
Mstep: Class 2 contains 58088 members
Entering Unmasked Estep
Score: -16994970.000000 Penalty: 3791.170654
Iteration 93Q: 3 clusters Score -1.699497e+07 nChanged 240
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58365 members
Mstep: Class 2 contains 58076 members
Entering Unmasked Estep
Score: -16994970.000000 Penalty: 3791.170654
Iteration 94Q: 3 clusters Score -1.699497e+07 nChanged 216
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58393 members
Mstep: Class 2 contains 58048 members
Entering Unmasked Estep
Score: -16995022.000000 Penalty: 3791.170654
Iteration 95Q: 3 clusters Score -1.699502e+07 nChanged 186
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58379 members
Mstep: Class 2 contains 58062 members
Entering Unmasked Estep
Score: -16994984.000000 Penalty: 3791.170654
Iteration 96Q: 3 clusters Score -1.699498e+07 nChanged 197
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58412 members
Mstep: Class 2 contains 58029 members
Entering Unmasked Estep
Score: -16994972.000000 Penalty: 3791.170654
Iteration 97Q: 3 clusters Score -1.699497e+07 nChanged 180
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58434 members
Mstep: Class 2 contains 58007 members
Entering Unmasked Estep
Score: -16995008.000000 Penalty: 3791.170654
Iteration 98Q: 3 clusters Score -1.699501e+07 nChanged 188
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58466 members
Mstep: Class 2 contains 57975 members
Entering Unmasked Estep
Score: -16995006.000000 Penalty: 3791.170654
Iteration 99Q: 3 clusters Score -1.699501e+07 nChanged 177
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58471 members
Mstep: Class 2 contains 57970 members
Entering Unmasked Estep
Score: -16995002.000000 Penalty: 3791.170654
Iteration 100F: 3 clusters Score -1.6995e+07 nChanged 164
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58479 members
Mstep: Class 2 contains 57962 members
Entering Unmasked Estep
Score: -16994980.000000 Penalty: 3791.170654
Iteration 101Q: 3 clusters Score -1.699498e+07 nChanged 170
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58467 members
Mstep: Class 2 contains 57974 members
Entering Unmasked Estep
Score: -16995080.000000 Penalty: 3791.170654
Iteration 102Q: 3 clusters Score -1.699508e+07 nChanged 162
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58461 members
Mstep: Class 2 contains 57980 members
Entering Unmasked Estep
Score: -16995080.000000 Penalty: 3791.170654
Iteration 103Q: 3 clusters Score -1.699508e+07 nChanged 132
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58471 members
Mstep: Class 2 contains 57970 members
Entering Unmasked Estep
Score: -16995088.000000 Penalty: 3791.170654
Iteration 104Q: 3 clusters Score -1.699509e+07 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58471 members
Mstep: Class 2 contains 57970 members
Entering Unmasked Estep
Score: -16995116.000000 Penalty: 3791.170654
Iteration 105Q: 3 clusters Score -1.699512e+07 nChanged 143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58476 members
Mstep: Class 2 contains 57965 members
Entering Unmasked Estep
Score: -16995134.000000 Penalty: 3791.170654
Iteration 106Q: 3 clusters Score -1.699513e+07 nChanged 144
Entering Unmasked Mstep
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Mstep: Class 1 contains 58462 members
Mstep: Class 2 contains 57979 members
Entering Unmasked Estep
Score: -16995102.000000 Penalty: 3791.170654
Iteration 107Q: 3 clusters Score -1.69951e+07 nChanged 128
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58460 members
Mstep: Class 2 contains 57981 members
Entering Unmasked Estep
Score: -16995146.000000 Penalty: 3791.170654
Iteration 108Q: 3 clusters Score -1.699515e+07 nChanged 140
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58472 members
Mstep: Class 2 contains 57969 members
Entering Unmasked Estep
Score: -16995112.000000 Penalty: 3791.170654
Iteration 109Q: 3 clusters Score -1.699511e+07 nChanged 153
Entering Unmasked Mstep
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Mstep: Class 1 contains 58471 members
Mstep: Class 2 contains 57970 members
Entering Unmasked Estep
Score: -16995120.000000 Penalty: 3791.170654
Iteration 110Q: 3 clusters Score -1.699512e+07 nChanged 142
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58463 members
Mstep: Class 2 contains 57978 members
Entering Unmasked Estep
Score: -16995152.000000 Penalty: 3791.170654
Iteration 111Q: 3 clusters Score -1.699515e+07 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58488 members
Mstep: Class 2 contains 57953 members
Entering Unmasked Estep
Score: -16995166.000000 Penalty: 3791.170654
Iteration 112Q: 3 clusters Score -1.699517e+07 nChanged 132
Entering Unmasked Mstep
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Mstep: Class 1 contains 58516 members
Mstep: Class 2 contains 57925 members
Entering Unmasked Estep
Score: -16995156.000000 Penalty: 3791.170654
Iteration 113Q: 3 clusters Score -1.699516e+07 nChanged 133
Entering Unmasked Mstep
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Mstep: Class 1 contains 58545 members
Mstep: Class 2 contains 57896 members
Entering Unmasked Estep
Score: -16995098.000000 Penalty: 3791.170654
Iteration 114Q: 3 clusters Score -1.69951e+07 nChanged 150
Entering Unmasked Mstep
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Mstep: Class 1 contains 58567 members
Mstep: Class 2 contains 57874 members
Entering Unmasked Estep
Score: -16995132.000000 Penalty: 3791.170654
Iteration 115Q: 3 clusters Score -1.699513e+07 nChanged 131
Entering Unmasked Mstep
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Mstep: Class 1 contains 58564 members
Mstep: Class 2 contains 57877 members
Entering Unmasked Estep
Score: -16995136.000000 Penalty: 3791.170654
Iteration 116Q: 3 clusters Score -1.699514e+07 nChanged 123
Entering Unmasked Mstep
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Mstep: Class 1 contains 58565 members
Mstep: Class 2 contains 57876 members
Entering Unmasked Estep
Score: -16995120.000000 Penalty: 3791.170654
Iteration 117Q: 3 clusters Score -1.699512e+07 nChanged 127
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58580 members
Mstep: Class 2 contains 57861 members
Entering Unmasked Estep
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Iteration 118Q: 3 clusters Score -1.699514e+07 nChanged 135
Entering Unmasked Mstep
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Mstep: Class 1 contains 58571 members
Mstep: Class 2 contains 57870 members
Entering Unmasked Estep
Score: -16995176.000000 Penalty: 3791.170654
Iteration 119Q: 3 clusters Score -1.699518e+07 nChanged 148
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58549 members
Mstep: Class 2 contains 57892 members
Entering Unmasked Estep
Score: -16995190.000000 Penalty: 3791.170654
Iteration 120F: 3 clusters Score -1.699519e+07 nChanged 152
Entering Unmasked Mstep
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Mstep: Class 1 contains 58565 members
Mstep: Class 2 contains 57876 members
Entering Unmasked Estep
Score: -16995232.000000 Penalty: 3791.170654
Iteration 121Q: 3 clusters Score -1.699523e+07 nChanged 128
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58593 members
Mstep: Class 2 contains 57848 members
Entering Unmasked Estep
Score: -16995218.000000 Penalty: 3791.170654
Iteration 122Q: 3 clusters Score -1.699522e+07 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58597 members
Mstep: Class 2 contains 57844 members
Entering Unmasked Estep
Score: -16995192.000000 Penalty: 3791.170654
Iteration 123Q: 3 clusters Score -1.699519e+07 nChanged 135
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58590 members
Mstep: Class 2 contains 57851 members
Entering Unmasked Estep
Score: -16995194.000000 Penalty: 3791.170654
Iteration 124Q: 3 clusters Score -1.699519e+07 nChanged 119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58575 members
Mstep: Class 2 contains 57866 members
Entering Unmasked Estep
Score: -16995200.000000 Penalty: 3791.170654
Iteration 125Q: 3 clusters Score -1.69952e+07 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58570 members
Mstep: Class 2 contains 57871 members
Entering Unmasked Estep
Score: -16995182.000000 Penalty: 3791.170654
Iteration 126Q: 3 clusters Score -1.699518e+07 nChanged 128
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58574 members
Mstep: Class 2 contains 57867 members
Entering Unmasked Estep
Score: -16995168.000000 Penalty: 3791.170654
Iteration 127Q: 3 clusters Score -1.699517e+07 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58582 members
Mstep: Class 2 contains 57859 members
Entering Unmasked Estep
Score: -16995166.000000 Penalty: 3791.170654
Iteration 128Q: 3 clusters Score -1.699517e+07 nChanged 115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58583 members
Mstep: Class 2 contains 57858 members
Entering Unmasked Estep
Score: -16995226.000000 Penalty: 3791.170654
Iteration 129Q: 3 clusters Score -1.699523e+07 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58572 members
Mstep: Class 2 contains 57869 members
Entering Unmasked Estep
Score: -16995236.000000 Penalty: 3791.170654
Iteration 130Q: 3 clusters Score -1.699524e+07 nChanged 124
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58554 members
Mstep: Class 2 contains 57887 members
Entering Unmasked Estep
Score: -16995204.000000 Penalty: 3791.170654
Iteration 131Q: 3 clusters Score -1.69952e+07 nChanged 130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58522 members
Mstep: Class 2 contains 57919 members
Entering Unmasked Estep
Score: -16995242.000000 Penalty: 3791.170654
Iteration 132Q: 3 clusters Score -1.699524e+07 nChanged 139
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58521 members
Mstep: Class 2 contains 57920 members
Entering Unmasked Estep
Score: -16995252.000000 Penalty: 3791.170654
Iteration 133Q: 3 clusters Score -1.699525e+07 nChanged 125
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58528 members
Mstep: Class 2 contains 57913 members
Entering Unmasked Estep
Score: -16995252.000000 Penalty: 3791.170654
Iteration 134Q: 3 clusters Score -1.699525e+07 nChanged 121
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58529 members
Mstep: Class 2 contains 57912 members
Entering Unmasked Estep
Score: -16995248.000000 Penalty: 3791.170654
Iteration 135Q: 3 clusters Score -1.699525e+07 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58528 members
Mstep: Class 2 contains 57913 members
Entering Unmasked Estep
Score: -16995274.000000 Penalty: 3791.170654
Iteration 136Q: 3 clusters Score -1.699527e+07 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58546 members
Mstep: Class 2 contains 57895 members
Entering Unmasked Estep
Score: -16995290.000000 Penalty: 3791.170654
Iteration 137Q: 3 clusters Score -1.699529e+07 nChanged 118
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58566 members
Mstep: Class 2 contains 57875 members
Entering Unmasked Estep
Score: -16995292.000000 Penalty: 3791.170654
Iteration 138Q: 3 clusters Score -1.699529e+07 nChanged 131
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58585 members
Mstep: Class 2 contains 57856 members
Entering Unmasked Estep
Score: -16995314.000000 Penalty: 3791.170654
Iteration 139Q: 3 clusters Score -1.699531e+07 nChanged 127
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58602 members
Mstep: Class 2 contains 57839 members
Entering Unmasked Estep
Score: -16995322.000000 Penalty: 3791.170654
Iteration 140F: 3 clusters Score -1.699532e+07 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58590 members
Mstep: Class 2 contains 57851 members
Entering Unmasked Estep
Score: -16995274.000000 Penalty: 3791.170654
Iteration 141Q: 3 clusters Score -1.699527e+07 nChanged 109
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58575 members
Mstep: Class 2 contains 57866 members
Entering Unmasked Estep
Score: -16995242.000000 Penalty: 3791.170654
Iteration 142Q: 3 clusters Score -1.699524e+07 nChanged 92
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58561 members
Mstep: Class 2 contains 57880 members
Entering Unmasked Estep
Score: -16995276.000000 Penalty: 3791.170654
Iteration 143Q: 3 clusters Score -1.699528e+07 nChanged 108
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58567 members
Mstep: Class 2 contains 57874 members
Entering Unmasked Estep
Score: -16995280.000000 Penalty: 3791.170654
Iteration 144Q: 3 clusters Score -1.699528e+07 nChanged 75
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58558 members
Mstep: Class 2 contains 57883 members
Entering Unmasked Estep
Score: -16995276.000000 Penalty: 3791.170654
Iteration 145Q: 3 clusters Score -1.699528e+07 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58555 members
Mstep: Class 2 contains 57886 members
Entering Unmasked Estep
Score: -16995276.000000 Penalty: 3791.170654
Iteration 146Q: 3 clusters Score -1.699528e+07 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58561 members
Mstep: Class 2 contains 57880 members
Entering Unmasked Estep
Score: -16995288.000000 Penalty: 3791.170654
Iteration 147Q: 3 clusters Score -1.699529e+07 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58574 members
Mstep: Class 2 contains 57867 members
Entering Unmasked Estep
Score: -16995274.000000 Penalty: 3791.170654
Iteration 148Q: 3 clusters Score -1.699527e+07 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58581 members
Mstep: Class 2 contains 57860 members
Entering Unmasked Estep
Score: -16995284.000000 Penalty: 3791.170654
Iteration 149Q: 3 clusters Score -1.699528e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58579 members
Mstep: Class 2 contains 57862 members
Entering Unmasked Estep
Score: -16995278.000000 Penalty: 3791.170654
Iteration 150Q: 3 clusters Score -1.699528e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58586 members
Mstep: Class 2 contains 57855 members
Entering Unmasked Estep
Score: -16995274.000000 Penalty: 3791.170654
Iteration 151Q: 3 clusters Score -1.699527e+07 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58593 members
Mstep: Class 2 contains 57848 members
Entering Unmasked Estep
Score: -16995270.000000 Penalty: 3791.170654
Iteration 152Q: 3 clusters Score -1.699527e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58591 members
Mstep: Class 2 contains 57850 members
Entering Unmasked Estep
Score: -16995270.000000 Penalty: 3791.170654
Iteration 153Q: 3 clusters Score -1.699527e+07 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58592 members
Mstep: Class 2 contains 57849 members
Entering Unmasked Estep
Score: -16995272.000000 Penalty: 3791.170654
Iteration 154Q: 3 clusters Score -1.699527e+07 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58600 members
Mstep: Class 2 contains 57841 members
Entering Unmasked Estep
Score: -16995252.000000 Penalty: 3791.170654
Iteration 155Q: 3 clusters Score -1.699525e+07 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58598 members
Mstep: Class 2 contains 57843 members
Entering Unmasked Estep
Score: -16995252.000000 Penalty: 3791.170654
Iteration 156Q: 3 clusters Score -1.699525e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58602 members
Mstep: Class 2 contains 57839 members
Entering Unmasked Estep
Score: -16995246.000000 Penalty: 3791.170654
Iteration 157Q: 3 clusters Score -1.699525e+07 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58604 members
Mstep: Class 2 contains 57837 members
Entering Unmasked Estep
Score: -16995234.000000 Penalty: 3791.170654
Iteration 158Q: 3 clusters Score -1.699523e+07 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58599 members
Mstep: Class 2 contains 57842 members
Entering Unmasked Estep
Score: -16995248.000000 Penalty: 3791.170654
Iteration 159Q: 3 clusters Score -1.699525e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58602 members
Mstep: Class 2 contains 57839 members
Entering Unmasked Estep
Score: -16995254.000000 Penalty: 3791.170654
Iteration 160F: 3 clusters Score -1.699525e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58601 members
Mstep: Class 2 contains 57840 members
Entering Unmasked Estep
Score: -16995256.000000 Penalty: 3791.170654
Iteration 161Q: 3 clusters Score -1.699526e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58593 members
Mstep: Class 2 contains 57848 members
Entering Unmasked Estep
Score: -16995244.000000 Penalty: 3791.170654
Iteration 162Q: 3 clusters Score -1.699524e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58580 members
Mstep: Class 2 contains 57861 members
Entering Unmasked Estep
Score: -16995244.000000 Penalty: 3791.170654
Iteration 163Q: 3 clusters Score -1.699524e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58573 members
Mstep: Class 2 contains 57868 members
Entering Unmasked Estep
Score: -16995238.000000 Penalty: 3791.170654
Iteration 164Q: 3 clusters Score -1.699524e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58562 members
Mstep: Class 2 contains 57879 members
Entering Unmasked Estep
Score: -16995242.000000 Penalty: 3791.170654
Iteration 165Q: 3 clusters Score -1.699524e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58557 members
Mstep: Class 2 contains 57884 members
Entering Unmasked Estep
Score: -16995242.000000 Penalty: 3791.170654
Iteration 166Q: 3 clusters Score -1.699524e+07 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58551 members
Mstep: Class 2 contains 57890 members
Entering Unmasked Estep
Score: -16995258.000000 Penalty: 3791.170654
Iteration 167Q: 3 clusters Score -1.699526e+07 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58553 members
Mstep: Class 2 contains 57888 members
Entering Unmasked Estep
Score: -16995248.000000 Penalty: 3791.170654
Iteration 168Q: 3 clusters Score -1.699525e+07 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58562 members
Mstep: Class 2 contains 57879 members
Entering Unmasked Estep
Score: -16995240.000000 Penalty: 3791.170654
Iteration 169Q: 3 clusters Score -1.699524e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58568 members
Mstep: Class 2 contains 57873 members
Entering Unmasked Estep
Score: -16995256.000000 Penalty: 3791.170654
Iteration 170Q: 3 clusters Score -1.699526e+07 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58574 members
Mstep: Class 2 contains 57867 members
Entering Unmasked Estep
Score: -16995244.000000 Penalty: 3791.170654
Iteration 171Q: 3 clusters Score -1.699524e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58577 members
Mstep: Class 2 contains 57864 members
Entering Unmasked Estep
Score: -16995238.000000 Penalty: 3791.170654
Iteration 172Q: 3 clusters Score -1.699524e+07 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58585 members
Mstep: Class 2 contains 57856 members
Entering Unmasked Estep
Score: -16995232.000000 Penalty: 3791.170654
Iteration 173Q: 3 clusters Score -1.699523e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58586 members
Mstep: Class 2 contains 57855 members
Entering Unmasked Estep
Score: -16995218.000000 Penalty: 3791.170654
Iteration 174Q: 3 clusters Score -1.699522e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58587 members
Mstep: Class 2 contains 57854 members
Entering Unmasked Estep
Score: -16995224.000000 Penalty: 3791.170654
Iteration 175Q: 3 clusters Score -1.699522e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58586 members
Mstep: Class 2 contains 57855 members
Entering Unmasked Estep
Score: -16995222.000000 Penalty: 3791.170654
Iteration 176Q: 3 clusters Score -1.699522e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58586 members
Mstep: Class 2 contains 57855 members
Entering Unmasked Estep
Score: -16995218.000000 Penalty: 3791.170654
Iteration 177Q: 3 clusters Score -1.699522e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58586 members
Mstep: Class 2 contains 57855 members
Entering Unmasked Estep
Score: -16995216.000000 Penalty: 3791.170654
Iteration 178Q: 3 clusters Score -1.699522e+07 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58587 members
Mstep: Class 2 contains 57854 members
Entering Unmasked Estep
Score: -16995218.000000 Penalty: 3791.170654
Iteration 179Q: 3 clusters Score -1.699522e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58586 members
Mstep: Class 2 contains 57855 members
Entering Unmasked Estep
Score: -16995224.000000 Penalty: 3791.170654
Iteration 180F: 3 clusters Score -1.699522e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58582 members
Mstep: Class 2 contains 57859 members
Entering Unmasked Estep
Score: -16995210.000000 Penalty: 3791.170654
Iteration 181Q: 3 clusters Score -1.699521e+07 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58579 members
Mstep: Class 2 contains 57862 members
Entering Unmasked Estep
Score: -16995200.000000 Penalty: 3791.170654
Iteration 182Q: 3 clusters Score -1.69952e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58583 members
Mstep: Class 2 contains 57858 members
Entering Unmasked Estep
Score: -16995210.000000 Penalty: 3791.170654
Iteration 183Q: 3 clusters Score -1.699521e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58589 members
Mstep: Class 2 contains 57852 members
Entering Unmasked Estep
Score: -16995214.000000 Penalty: 3791.170654
Iteration 184Q: 3 clusters Score -1.699521e+07 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58592 members
Mstep: Class 2 contains 57849 members
Entering Unmasked Estep
Score: -16995204.000000 Penalty: 3791.170654
Iteration 185Q: 3 clusters Score -1.69952e+07 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58591 members
Mstep: Class 2 contains 57850 members
Entering Unmasked Estep
Score: -16995218.000000 Penalty: 3791.170654
Iteration 186Q: 3 clusters Score -1.699522e+07 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58589 members
Mstep: Class 2 contains 57852 members
Entering Unmasked Estep
Score: -16995236.000000 Penalty: 3791.170654
Iteration 187Q: 3 clusters Score -1.699524e+07 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58593 members
Mstep: Class 2 contains 57848 members
Entering Unmasked Estep
Score: -16995212.000000 Penalty: 3791.170654
Iteration 188Q: 3 clusters Score -1.699521e+07 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58589 members
Mstep: Class 2 contains 57852 members
Entering Unmasked Estep
Score: -16995196.000000 Penalty: 3791.170654
Iteration 189Q: 3 clusters Score -1.69952e+07 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58590 members
Mstep: Class 2 contains 57851 members
Entering Unmasked Estep
Score: -16995200.000000 Penalty: 3791.170654
Iteration 190Q: 3 clusters Score -1.69952e+07 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58591 members
Mstep: Class 2 contains 57850 members
Entering Unmasked Estep
Score: -16995192.000000 Penalty: 3791.170654
Iteration 191Q: 3 clusters Score -1.699519e+07 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58580 members
Mstep: Class 2 contains 57861 members
Entering Unmasked Estep
Score: -16995180.000000 Penalty: 3791.170654
Iteration 192Q: 3 clusters Score -1.699518e+07 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58577 members
Mstep: Class 2 contains 57864 members
Entering Unmasked Estep
Score: -16995172.000000 Penalty: 3791.170654
Iteration 193Q: 3 clusters Score -1.699517e+07 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58579 members
Mstep: Class 2 contains 57862 members
Entering Unmasked Estep
Score: -16995186.000000 Penalty: 3791.170654
Iteration 194Q: 3 clusters Score -1.699519e+07 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58583 members
Mstep: Class 2 contains 57858 members
Entering Unmasked Estep
Score: -16995176.000000 Penalty: 3791.170654
Iteration 195Q: 3 clusters Score -1.699518e+07 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58583 members
Mstep: Class 2 contains 57858 members
Entering Unmasked Estep
Score: -16995176.000000 Penalty: 3791.170654
Iteration 196Q: 3 clusters Score -1.699518e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58581 members
Mstep: Class 2 contains 57860 members
Entering Unmasked Estep
Score: -16995166.000000 Penalty: 3791.170654
Iteration 197Q: 3 clusters Score -1.699517e+07 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58575 members
Mstep: Class 2 contains 57866 members
Entering Unmasked Estep
Score: -16995154.000000 Penalty: 3791.170654
Iteration 198Q: 3 clusters Score -1.699515e+07 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58575 members
Mstep: Class 2 contains 57866 members
Entering Unmasked Estep
Score: -16995148.000000 Penalty: 3791.170654
Iteration 199Q: 3 clusters Score -1.699515e+07 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58576 members
Mstep: Class 2 contains 57865 members
Entering Unmasked Estep
Score: -16995156.000000 Penalty: 3791.170654
Iteration 200F: 3 clusters Score -1.699516e+07 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 6315 members
Mstep: Class 2 contains 72161 members
Mstep: Class 3 contains 999 members
Mstep: Class 4 contains 39328 members
Mstep: Class 5 contains 31667 members
Mstep: Class 6 contains 57179 members
Mstep: Class 7 contains 4546 members
Mstep: Class 8 contains 64647 members
Mstep: Class 9 contains 60979 members
Mstep: Class 10 contains 57197 members
Mstep: Class 11 contains 44334 members
Mstep: Class 12 contains 58858 members
Mstep: Class 13 contains 61753 members
Mstep: Class 14 contains 24490 members
Mstep: Class 15 contains 63067 members
Mstep: Class 16 contains 40954 members
Mstep: Class 17 contains 52012 members
Mstep: Class 18 contains 54572 members
Mstep: Class 19 contains 58576 members
Mstep: Class 20 contains 75801 members
Mstep: Class 21 contains 74075 members
Mstep: Class 22 contains 1756 members
Mstep: Class 23 contains 20795 members
Mstep: Class 24 contains 58736 members
Mstep: Class 25 contains 56826 members
Mstep: Class 26 contains 2732 members
Mstep: Class 27 contains 52784 members
Mstep: Class 28 contains 42725 members
Mstep: Class 29 contains 57802 members
Mstep: Class 30 contains 69837 members
Mstep: Class 31 contains 60941 members
Mstep: Class 32 contains 66479 members
Mstep: Class 33 contains 38438 members
Mstep: Class 34 contains 58360 members
Mstep: Class 35 contains 72432 members
Mstep: Class 36 contains 29832 members
Mstep: Class 37 contains 61783 members
Mstep: Class 38 contains 57865 members
Entering Unmasked Estep
Score: -259806784.000000 Penalty: 88987.304688
Splitting cluster 19 changes total score from -259089056.000000 to -259806784.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 6315 members
Mstep: Class 2 contains 72161 members
Mstep: Class 3 contains 999 members
Mstep: Class 4 contains 39328 members
Mstep: Class 5 contains 31667 members
Mstep: Class 6 contains 57179 members
Mstep: Class 7 contains 4546 members
Mstep: Class 8 contains 64647 members
Mstep: Class 9 contains 60979 members
Mstep: Class 10 contains 57197 members
Mstep: Class 11 contains 44334 members
Mstep: Class 12 contains 58858 members
Mstep: Class 13 contains 61753 members
Mstep: Class 14 contains 24490 members
Mstep: Class 15 contains 63067 members
Mstep: Class 16 contains 40954 members
Mstep: Class 17 contains 52012 members
Mstep: Class 18 contains 54572 members
Mstep: Class 19 contains 58576 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259911712.000000 Penalty: 88987.304688
Iteration 39Q: 39 clusters Score -2.599117e+08 nChanged 169955
Entering Unmasked Mstep
Mstep: Class 0 contains 103 members
Mstep: Class 1 contains 7500 members
Mstep: Class 2 contains 77823 members
Mstep: Class 3 contains 999 members
Mstep: Class 4 contains 38923 members
Mstep: Class 5 contains 36919 members
Mstep: Class 6 contains 58917 members
Mstep: Class 7 contains 5136 members
Mstep: Class 8 contains 74968 members
Mstep: Class 9 contains 65110 members
Mstep: Class 10 contains 55978 members
Mstep: Class 11 contains 51112 members
Mstep: Class 12 contains 64507 members
Mstep: Class 13 contains 64908 members
Mstep: Class 14 contains 18136 members
Mstep: Class 15 contains 68082 members
Mstep: Class 16 contains 53007 members
Mstep: Class 17 contains 53445 members
Mstep: Class 18 contains 58627 members
Mstep: Class 19 contains 58823 members
Mstep: Class 20 contains 63386 members
Mstep: Class 21 contains 71872 members
Mstep: Class 22 contains 1738 members
Mstep: Class 23 contains 16943 members
Mstep: Class 24 contains 56424 members
Mstep: Class 25 contains 55969 members
Mstep: Class 26 contains 2743 members
Mstep: Class 27 contains 56009 members
Mstep: Class 28 contains 42570 members
Mstep: Class 29 contains 53734 members
Mstep: Class 30 contains 67162 members
Mstep: Class 31 contains 56772 members
Mstep: Class 32 contains 57071 members
Mstep: Class 33 contains 40453 members
Mstep: Class 34 contains 54122 members
Mstep: Class 35 contains 64254 members
Mstep: Class 36 contains 28535 members
Mstep: Class 37 contains 62177 members
Mstep: Class 38 contains 48779 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259961680.000000 Penalty: 88987.304688
Iteration 40F: 39 clusters Score -2.599617e+08 nChanged 144924
Entering Unmasked Mstep
Mstep: Class 0 contains 58 members
Mstep: Class 1 contains 7190 members
Mstep: Class 2 contains 75129 members
Mstep: Class 3 contains 1045 members
Mstep: Class 4 contains 36351 members
Mstep: Class 5 contains 38112 members
Mstep: Class 6 contains 58075 members
Mstep: Class 7 contains 5269 members
Mstep: Class 8 contains 71169 members
Mstep: Class 9 contains 60992 members
Mstep: Class 10 contains 51150 members
Mstep: Class 11 contains 51847 members
Mstep: Class 12 contains 63734 members
Mstep: Class 13 contains 64782 members
Mstep: Class 14 contains 11989 members
Mstep: Class 15 contains 67917 members
Mstep: Class 16 contains 61027 members
Mstep: Class 17 contains 52296 members
Mstep: Class 18 contains 59007 members
Mstep: Class 19 contains 53962 members
Mstep: Class 20 contains 62775 members
Mstep: Class 21 contains 74084 members
Mstep: Class 22 contains 1727 members
Mstep: Class 23 contains 15540 members
Mstep: Class 24 contains 58588 members
Mstep: Class 25 contains 59034 members
Mstep: Class 26 contains 2807 members
Mstep: Class 27 contains 59614 members
Mstep: Class 28 contains 43490 members
Mstep: Class 29 contains 52691 members
Mstep: Class 30 contains 68066 members
Mstep: Class 31 contains 59068 members
Mstep: Class 32 contains 52447 members
Mstep: Class 33 contains 46790 members
Mstep: Class 34 contains 55595 members
Mstep: Class 35 contains 64035 members
Mstep: Class 36 contains 30610 members
Mstep: Class 37 contains 66823 members
Mstep: Class 38 contains 48851 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259978928.000000 Penalty: 88987.304688
Iteration 41F: 39 clusters Score -2.599789e+08 nChanged 100970
Entering Unmasked Mstep
Mstep: Class 0 contains 49 members
Mstep: Class 1 contains 6905 members
Mstep: Class 2 contains 73128 members
Mstep: Class 3 contains 1037 members
Mstep: Class 4 contains 34930 members
Mstep: Class 5 contains 38685 members
Mstep: Class 6 contains 58223 members
Mstep: Class 7 contains 5283 members
Mstep: Class 8 contains 66092 members
Mstep: Class 9 contains 58697 members
Mstep: Class 10 contains 48375 members
Mstep: Class 11 contains 51216 members
Mstep: Class 12 contains 63278 members
Mstep: Class 13 contains 65991 members
Mstep: Class 14 contains 9683 members
Mstep: Class 15 contains 66748 members
Mstep: Class 16 contains 74734 members
Mstep: Class 17 contains 52542 members
Mstep: Class 18 contains 58508 members
Mstep: Class 19 contains 54377 members
Mstep: Class 20 contains 62771 members
Mstep: Class 21 contains 75308 members
Mstep: Class 22 contains 1743 members
Mstep: Class 23 contains 14798 members
Mstep: Class 24 contains 58682 members
Mstep: Class 25 contains 60235 members
Mstep: Class 26 contains 2837 members
Mstep: Class 27 contains 62819 members
Mstep: Class 28 contains 43548 members
Mstep: Class 29 contains 52951 members
Mstep: Class 30 contains 67214 members
Mstep: Class 31 contains 57900 members
Mstep: Class 32 contains 47020 members
Mstep: Class 33 contains 51680 members
Mstep: Class 34 contains 55768 members
Mstep: Class 35 contains 61392 members
Mstep: Class 36 contains 31876 members
Mstep: Class 37 contains 69024 members
Mstep: Class 38 contains 47689 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259979824.000000 Penalty: 88987.304688
Iteration 42F: 39 clusters Score -2.599798e+08 nChanged 86135
Entering Unmasked Mstep
Mstep: Class 0 contains 48 members
Mstep: Class 1 contains 6472 members
Mstep: Class 2 contains 72573 members
Mstep: Class 3 contains 1029 members
Mstep: Class 4 contains 33793 members
Mstep: Class 5 contains 38776 members
Mstep: Class 6 contains 59574 members
Mstep: Class 7 contains 5252 members
Mstep: Class 8 contains 63438 members
Mstep: Class 9 contains 57797 members
Mstep: Class 10 contains 46042 members
Mstep: Class 11 contains 50211 members
Mstep: Class 12 contains 62890 members
Mstep: Class 13 contains 66607 members
Mstep: Class 14 contains 8899 members
Mstep: Class 15 contains 65887 members
Mstep: Class 16 contains 80910 members
Mstep: Class 17 contains 52677 members
Mstep: Class 18 contains 57787 members
Mstep: Class 19 contains 54957 members
Mstep: Class 20 contains 63351 members
Mstep: Class 21 contains 76191 members
Mstep: Class 22 contains 1751 members
Mstep: Class 23 contains 14304 members
Mstep: Class 24 contains 58644 members
Mstep: Class 25 contains 62360 members
Mstep: Class 26 contains 2850 members
Mstep: Class 27 contains 66111 members
Mstep: Class 28 contains 43348 members
Mstep: Class 29 contains 53225 members
Mstep: Class 30 contains 66915 members
Mstep: Class 31 contains 57535 members
Mstep: Class 32 contains 41996 members
Mstep: Class 33 contains 55712 members
Mstep: Class 34 contains 55404 members
Mstep: Class 35 contains 59743 members
Mstep: Class 36 contains 33034 members
Mstep: Class 37 contains 69617 members
Mstep: Class 38 contains 46026 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259975296.000000 Penalty: 88987.304688
Iteration 43Q: 39 clusters Score -2.599753e+08 nChanged 67468
Entering Unmasked Mstep
Mstep: Class 0 contains 46 members
Mstep: Class 1 contains 5956 members
Mstep: Class 2 contains 72108 members
Mstep: Class 3 contains 1028 members
Mstep: Class 4 contains 32872 members
Mstep: Class 5 contains 39563 members
Mstep: Class 6 contains 61518 members
Mstep: Class 7 contains 5216 members
Mstep: Class 8 contains 62560 members
Mstep: Class 9 contains 57463 members
Mstep: Class 10 contains 43807 members
Mstep: Class 11 contains 50703 members
Mstep: Class 12 contains 62531 members
Mstep: Class 13 contains 67138 members
Mstep: Class 14 contains 8608 members
Mstep: Class 15 contains 65383 members
Mstep: Class 16 contains 75995 members
Mstep: Class 17 contains 52685 members
Mstep: Class 18 contains 57073 members
Mstep: Class 19 contains 55339 members
Mstep: Class 20 contains 64235 members
Mstep: Class 21 contains 76651 members
Mstep: Class 22 contains 1754 members
Mstep: Class 23 contains 13988 members
Mstep: Class 24 contains 58646 members
Mstep: Class 25 contains 63563 members
Mstep: Class 26 contains 2857 members
Mstep: Class 27 contains 68551 members
Mstep: Class 28 contains 43092 members
Mstep: Class 29 contains 53510 members
Mstep: Class 30 contains 66817 members
Mstep: Class 31 contains 58524 members
Mstep: Class 32 contains 39033 members
Mstep: Class 33 contains 57908 members
Mstep: Class 34 contains 55052 members
Mstep: Class 35 contains 60592 members
Mstep: Class 36 contains 34345 members
Mstep: Class 37 contains 70009 members
Mstep: Class 38 contains 47017 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259976464.000000 Penalty: 88987.304688
Iteration 44Q: 39 clusters Score -2.599765e+08 nChanged 54948
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 5507 members
Mstep: Class 2 contains 71591 members
Mstep: Class 3 contains 1024 members
Mstep: Class 4 contains 32109 members
Mstep: Class 5 contains 40501 members
Mstep: Class 6 contains 63170 members
Mstep: Class 7 contains 5182 members
Mstep: Class 8 contains 61948 members
Mstep: Class 9 contains 57136 members
Mstep: Class 10 contains 41850 members
Mstep: Class 11 contains 51219 members
Mstep: Class 12 contains 62063 members
Mstep: Class 13 contains 67701 members
Mstep: Class 14 contains 8483 members
Mstep: Class 15 contains 64951 members
Mstep: Class 16 contains 73805 members
Mstep: Class 17 contains 52820 members
Mstep: Class 18 contains 56699 members
Mstep: Class 19 contains 55202 members
Mstep: Class 20 contains 64899 members
Mstep: Class 21 contains 76872 members
Mstep: Class 22 contains 1759 members
Mstep: Class 23 contains 13733 members
Mstep: Class 24 contains 58779 members
Mstep: Class 25 contains 63545 members
Mstep: Class 26 contains 2853 members
Mstep: Class 27 contains 69835 members
Mstep: Class 28 contains 42898 members
Mstep: Class 29 contains 53938 members
Mstep: Class 30 contains 66864 members
Mstep: Class 31 contains 58486 members
Mstep: Class 32 contains 37145 members
Mstep: Class 33 contains 58807 members
Mstep: Class 34 contains 54803 members
Mstep: Class 35 contains 61077 members
Mstep: Class 36 contains 35758 members
Mstep: Class 37 contains 70042 members
Mstep: Class 38 contains 48637 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259975600.000000 Penalty: 88987.304688
Iteration 45Q: 39 clusters Score -2.599756e+08 nChanged 48493
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 5178 members
Mstep: Class 2 contains 71083 members
Mstep: Class 3 contains 1019 members
Mstep: Class 4 contains 31514 members
Mstep: Class 5 contains 41339 members
Mstep: Class 6 contains 63964 members
Mstep: Class 7 contains 5152 members
Mstep: Class 8 contains 61380 members
Mstep: Class 9 contains 56861 members
Mstep: Class 10 contains 40213 members
Mstep: Class 11 contains 51879 members
Mstep: Class 12 contains 61670 members
Mstep: Class 13 contains 68191 members
Mstep: Class 14 contains 8498 members
Mstep: Class 15 contains 64565 members
Mstep: Class 16 contains 72322 members
Mstep: Class 17 contains 53057 members
Mstep: Class 18 contains 56593 members
Mstep: Class 19 contains 55084 members
Mstep: Class 20 contains 65090 members
Mstep: Class 21 contains 76742 members
Mstep: Class 22 contains 1764 members
Mstep: Class 23 contains 13533 members
Mstep: Class 24 contains 58920 members
Mstep: Class 25 contains 63547 members
Mstep: Class 26 contains 2838 members
Mstep: Class 27 contains 70376 members
Mstep: Class 28 contains 42695 members
Mstep: Class 29 contains 54495 members
Mstep: Class 30 contains 66921 members
Mstep: Class 31 contains 58536 members
Mstep: Class 32 contains 35994 members
Mstep: Class 33 contains 58970 members
Mstep: Class 34 contains 54652 members
Mstep: Class 35 contains 61216 members
Mstep: Class 36 contains 37075 members
Mstep: Class 37 contains 70060 members
Mstep: Class 38 contains 50705 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259976944.000000 Penalty: 88987.304688
Iteration 46Q: 39 clusters Score -2.599769e+08 nChanged 44091
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 4961 members
Mstep: Class 2 contains 70537 members
Mstep: Class 3 contains 1017 members
Mstep: Class 4 contains 30990 members
Mstep: Class 5 contains 41877 members
Mstep: Class 6 contains 64213 members
Mstep: Class 7 contains 5148 members
Mstep: Class 8 contains 60821 members
Mstep: Class 9 contains 56693 members
Mstep: Class 10 contains 38900 members
Mstep: Class 11 contains 52748 members
Mstep: Class 12 contains 61323 members
Mstep: Class 13 contains 68668 members
Mstep: Class 14 contains 8663 members
Mstep: Class 15 contains 64013 members
Mstep: Class 16 contains 71199 members
Mstep: Class 17 contains 53483 members
Mstep: Class 18 contains 56627 members
Mstep: Class 19 contains 54927 members
Mstep: Class 20 contains 65139 members
Mstep: Class 21 contains 76464 members
Mstep: Class 22 contains 1766 members
Mstep: Class 23 contains 13355 members
Mstep: Class 24 contains 59029 members
Mstep: Class 25 contains 63245 members
Mstep: Class 26 contains 2822 members
Mstep: Class 27 contains 70438 members
Mstep: Class 28 contains 42464 members
Mstep: Class 29 contains 55106 members
Mstep: Class 30 contains 66943 members
Mstep: Class 31 contains 58643 members
Mstep: Class 32 contains 35378 members
Mstep: Class 33 contains 58788 members
Mstep: Class 34 contains 54534 members
Mstep: Class 35 contains 61055 members
Mstep: Class 36 contains 38380 members
Mstep: Class 37 contains 70178 members
Mstep: Class 38 contains 53156 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259979120.000000 Penalty: 88987.304688
Iteration 47Q: 39 clusters Score -2.599791e+08 nChanged 39812
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 4765 members
Mstep: Class 2 contains 70068 members
Mstep: Class 3 contains 1015 members
Mstep: Class 4 contains 30522 members
Mstep: Class 5 contains 42241 members
Mstep: Class 6 contains 64182 members
Mstep: Class 7 contains 5134 members
Mstep: Class 8 contains 60192 members
Mstep: Class 9 contains 56470 members
Mstep: Class 10 contains 37872 members
Mstep: Class 11 contains 53705 members
Mstep: Class 12 contains 61036 members
Mstep: Class 13 contains 69226 members
Mstep: Class 14 contains 8858 members
Mstep: Class 15 contains 63444 members
Mstep: Class 16 contains 70350 members
Mstep: Class 17 contains 53833 members
Mstep: Class 18 contains 56757 members
Mstep: Class 19 contains 54928 members
Mstep: Class 20 contains 64983 members
Mstep: Class 21 contains 76211 members
Mstep: Class 22 contains 1767 members
Mstep: Class 23 contains 13210 members
Mstep: Class 24 contains 59073 members
Mstep: Class 25 contains 62923 members
Mstep: Class 26 contains 2807 members
Mstep: Class 27 contains 70449 members
Mstep: Class 28 contains 42325 members
Mstep: Class 29 contains 55617 members
Mstep: Class 30 contains 66889 members
Mstep: Class 31 contains 58889 members
Mstep: Class 32 contains 34880 members
Mstep: Class 33 contains 58575 members
Mstep: Class 34 contains 54331 members
Mstep: Class 35 contains 60496 members
Mstep: Class 36 contains 39856 members
Mstep: Class 37 contains 70468 members
Mstep: Class 38 contains 55344 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259981216.000000 Penalty: 88987.304688
Iteration 48Q: 39 clusters Score -2.599812e+08 nChanged 37574
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 4658 members
Mstep: Class 2 contains 69710 members
Mstep: Class 3 contains 1015 members
Mstep: Class 4 contains 30157 members
Mstep: Class 5 contains 42481 members
Mstep: Class 6 contains 64101 members
Mstep: Class 7 contains 5151 members
Mstep: Class 8 contains 59567 members
Mstep: Class 9 contains 56257 members
Mstep: Class 10 contains 36996 members
Mstep: Class 11 contains 55029 members
Mstep: Class 12 contains 60791 members
Mstep: Class 13 contains 69826 members
Mstep: Class 14 contains 9149 members
Mstep: Class 15 contains 62957 members
Mstep: Class 16 contains 69815 members
Mstep: Class 17 contains 54060 members
Mstep: Class 18 contains 56922 members
Mstep: Class 19 contains 54815 members
Mstep: Class 20 contains 64646 members
Mstep: Class 21 contains 75967 members
Mstep: Class 22 contains 1764 members
Mstep: Class 23 contains 13052 members
Mstep: Class 24 contains 58976 members
Mstep: Class 25 contains 62584 members
Mstep: Class 26 contains 2796 members
Mstep: Class 27 contains 70509 members
Mstep: Class 28 contains 42188 members
Mstep: Class 29 contains 56095 members
Mstep: Class 30 contains 66639 members
Mstep: Class 31 contains 59086 members
Mstep: Class 32 contains 34613 members
Mstep: Class 33 contains 58384 members
Mstep: Class 34 contains 54093 members
Mstep: Class 35 contains 59936 members
Mstep: Class 36 contains 41429 members
Mstep: Class 37 contains 70722 members
Mstep: Class 38 contains 56755 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259983648.000000 Penalty: 88987.304688
Iteration 49Q: 39 clusters Score -2.599836e+08 nChanged 35917
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 4601 members
Mstep: Class 2 contains 69417 members
Mstep: Class 3 contains 1013 members
Mstep: Class 4 contains 29862 members
Mstep: Class 5 contains 42466 members
Mstep: Class 6 contains 63934 members
Mstep: Class 7 contains 5174 members
Mstep: Class 8 contains 59203 members
Mstep: Class 9 contains 56065 members
Mstep: Class 10 contains 36254 members
Mstep: Class 11 contains 56560 members
Mstep: Class 12 contains 60603 members
Mstep: Class 13 contains 70415 members
Mstep: Class 14 contains 9579 members
Mstep: Class 15 contains 62440 members
Mstep: Class 16 contains 69472 members
Mstep: Class 17 contains 54329 members
Mstep: Class 18 contains 57101 members
Mstep: Class 19 contains 54828 members
Mstep: Class 20 contains 64314 members
Mstep: Class 21 contains 75598 members
Mstep: Class 22 contains 1762 members
Mstep: Class 23 contains 12884 members
Mstep: Class 24 contains 58899 members
Mstep: Class 25 contains 62108 members
Mstep: Class 26 contains 2783 members
Mstep: Class 27 contains 70423 members
Mstep: Class 28 contains 42110 members
Mstep: Class 29 contains 56456 members
Mstep: Class 30 contains 66113 members
Mstep: Class 31 contains 59258 members
Mstep: Class 32 contains 34548 members
Mstep: Class 33 contains 58166 members
Mstep: Class 34 contains 53853 members
Mstep: Class 35 contains 59590 members
Mstep: Class 36 contains 43096 members
Mstep: Class 37 contains 70883 members
Mstep: Class 38 contains 57531 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259985104.000000 Penalty: 88987.304688
Iteration 50Q: 39 clusters Score -2.599851e+08 nChanged 35355
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 4610 members
Mstep: Class 2 contains 69164 members
Mstep: Class 3 contains 1010 members
Mstep: Class 4 contains 29594 members
Mstep: Class 5 contains 42053 members
Mstep: Class 6 contains 63752 members
Mstep: Class 7 contains 5192 members
Mstep: Class 8 contains 58933 members
Mstep: Class 9 contains 55850 members
Mstep: Class 10 contains 35664 members
Mstep: Class 11 contains 58596 members
Mstep: Class 12 contains 60443 members
Mstep: Class 13 contains 70980 members
Mstep: Class 14 contains 10077 members
Mstep: Class 15 contains 62089 members
Mstep: Class 16 contains 69006 members
Mstep: Class 17 contains 54625 members
Mstep: Class 18 contains 57220 members
Mstep: Class 19 contains 54707 members
Mstep: Class 20 contains 64100 members
Mstep: Class 21 contains 75121 members
Mstep: Class 22 contains 1761 members
Mstep: Class 23 contains 12730 members
Mstep: Class 24 contains 58822 members
Mstep: Class 25 contains 61820 members
Mstep: Class 26 contains 2775 members
Mstep: Class 27 contains 70384 members
Mstep: Class 28 contains 41989 members
Mstep: Class 29 contains 56725 members
Mstep: Class 30 contains 65290 members
Mstep: Class 31 contains 59507 members
Mstep: Class 32 contains 34538 members
Mstep: Class 33 contains 58012 members
Mstep: Class 34 contains 53585 members
Mstep: Class 35 contains 59083 members
Mstep: Class 36 contains 44876 members
Mstep: Class 37 contains 71210 members
Mstep: Class 38 contains 57798 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259988032.000000 Penalty: 88987.304688
Iteration 51Q: 39 clusters Score -2.59988e+08 nChanged 34868
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 4635 members
Mstep: Class 2 contains 68957 members
Mstep: Class 3 contains 1009 members
Mstep: Class 4 contains 29348 members
Mstep: Class 5 contains 41460 members
Mstep: Class 6 contains 63540 members
Mstep: Class 7 contains 5221 members
Mstep: Class 8 contains 58825 members
Mstep: Class 9 contains 55689 members
Mstep: Class 10 contains 35207 members
Mstep: Class 11 contains 61180 members
Mstep: Class 12 contains 60321 members
Mstep: Class 13 contains 71449 members
Mstep: Class 14 contains 10697 members
Mstep: Class 15 contains 61867 members
Mstep: Class 16 contains 68877 members
Mstep: Class 17 contains 54976 members
Mstep: Class 18 contains 57359 members
Mstep: Class 19 contains 54642 members
Mstep: Class 20 contains 63969 members
Mstep: Class 21 contains 74463 members
Mstep: Class 22 contains 1761 members
Mstep: Class 23 contains 12564 members
Mstep: Class 24 contains 58723 members
Mstep: Class 25 contains 61457 members
Mstep: Class 26 contains 2769 members
Mstep: Class 27 contains 70314 members
Mstep: Class 28 contains 41953 members
Mstep: Class 29 contains 56931 members
Mstep: Class 30 contains 64023 members
Mstep: Class 31 contains 59666 members
Mstep: Class 32 contains 34659 members
Mstep: Class 33 contains 57837 members
Mstep: Class 34 contains 53338 members
Mstep: Class 35 contains 58592 members
Mstep: Class 36 contains 46448 members
Mstep: Class 37 contains 71355 members
Mstep: Class 38 contains 57610 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259990768.000000 Penalty: 88987.304688
Iteration 52Q: 39 clusters Score -2.599908e+08 nChanged 34449
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 4693 members
Mstep: Class 2 contains 68700 members
Mstep: Class 3 contains 1009 members
Mstep: Class 4 contains 29243 members
Mstep: Class 5 contains 40767 members
Mstep: Class 6 contains 63476 members
Mstep: Class 7 contains 5252 members
Mstep: Class 8 contains 58772 members
Mstep: Class 9 contains 55610 members
Mstep: Class 10 contains 34886 members
Mstep: Class 11 contains 64152 members
Mstep: Class 12 contains 60117 members
Mstep: Class 13 contains 71828 members
Mstep: Class 14 contains 11390 members
Mstep: Class 15 contains 61711 members
Mstep: Class 16 contains 68577 members
Mstep: Class 17 contains 55360 members
Mstep: Class 18 contains 57521 members
Mstep: Class 19 contains 54623 members
Mstep: Class 20 contains 63851 members
Mstep: Class 21 contains 73726 members
Mstep: Class 22 contains 1761 members
Mstep: Class 23 contains 12399 members
Mstep: Class 24 contains 58715 members
Mstep: Class 25 contains 61083 members
Mstep: Class 26 contains 2764 members
Mstep: Class 27 contains 70182 members
Mstep: Class 28 contains 41944 members
Mstep: Class 29 contains 57105 members
Mstep: Class 30 contains 62367 members
Mstep: Class 31 contains 59960 members
Mstep: Class 32 contains 34866 members
Mstep: Class 33 contains 57564 members
Mstep: Class 34 contains 53179 members
Mstep: Class 35 contains 58163 members
Mstep: Class 36 contains 47658 members
Mstep: Class 37 contains 71484 members
Mstep: Class 38 contains 57233 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259994544.000000 Penalty: 88987.304688
Iteration 53Q: 39 clusters Score -2.599945e+08 nChanged 33842
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 4778 members
Mstep: Class 2 contains 68279 members
Mstep: Class 3 contains 1009 members
Mstep: Class 4 contains 29196 members
Mstep: Class 5 contains 40125 members
Mstep: Class 6 contains 63344 members
Mstep: Class 7 contains 5280 members
Mstep: Class 8 contains 58858 members
Mstep: Class 9 contains 55563 members
Mstep: Class 10 contains 34656 members
Mstep: Class 11 contains 67057 members
Mstep: Class 12 contains 59907 members
Mstep: Class 13 contains 72269 members
Mstep: Class 14 contains 12179 members
Mstep: Class 15 contains 61694 members
Mstep: Class 16 contains 68188 members
Mstep: Class 17 contains 55752 members
Mstep: Class 18 contains 57695 members
Mstep: Class 19 contains 54607 members
Mstep: Class 20 contains 63713 members
Mstep: Class 21 contains 73013 members
Mstep: Class 22 contains 1760 members
Mstep: Class 23 contains 12241 members
Mstep: Class 24 contains 58707 members
Mstep: Class 25 contains 60698 members
Mstep: Class 26 contains 2761 members
Mstep: Class 27 contains 70054 members
Mstep: Class 28 contains 41954 members
Mstep: Class 29 contains 57267 members
Mstep: Class 30 contains 60713 members
Mstep: Class 31 contains 60248 members
Mstep: Class 32 contains 35078 members
Mstep: Class 33 contains 57410 members
Mstep: Class 34 contains 53068 members
Mstep: Class 35 contains 57787 members
Mstep: Class 36 contains 48328 members
Mstep: Class 37 contains 71566 members
Mstep: Class 38 contains 56889 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259994000.000000 Penalty: 88987.304688
Iteration 54Q: 39 clusters Score -2.59994e+08 nChanged 33185
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 4850 members
Mstep: Class 2 contains 67703 members
Mstep: Class 3 contains 1009 members
Mstep: Class 4 contains 29278 members
Mstep: Class 5 contains 39557 members
Mstep: Class 6 contains 63134 members
Mstep: Class 7 contains 5292 members
Mstep: Class 8 contains 59085 members
Mstep: Class 9 contains 55608 members
Mstep: Class 10 contains 34574 members
Mstep: Class 11 contains 69325 members
Mstep: Class 12 contains 59759 members
Mstep: Class 13 contains 72725 members
Mstep: Class 14 contains 12997 members
Mstep: Class 15 contains 61705 members
Mstep: Class 16 contains 67765 members
Mstep: Class 17 contains 56151 members
Mstep: Class 18 contains 57809 members
Mstep: Class 19 contains 54710 members
Mstep: Class 20 contains 63550 members
Mstep: Class 21 contains 72320 members
Mstep: Class 22 contains 1760 members
Mstep: Class 23 contains 12033 members
Mstep: Class 24 contains 58743 members
Mstep: Class 25 contains 60301 members
Mstep: Class 26 contains 2759 members
Mstep: Class 27 contains 69943 members
Mstep: Class 28 contains 42004 members
Mstep: Class 29 contains 57393 members
Mstep: Class 30 contains 59435 members
Mstep: Class 31 contains 60503 members
Mstep: Class 32 contains 35266 members
Mstep: Class 33 contains 57313 members
Mstep: Class 34 contains 53042 members
Mstep: Class 35 contains 57619 members
Mstep: Class 36 contains 48455 members
Mstep: Class 37 contains 71608 members
Mstep: Class 38 contains 56608 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259993248.000000 Penalty: 88987.304688
Iteration 55Q: 39 clusters Score -2.599932e+08 nChanged 31804
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 4935 members
Mstep: Class 2 contains 67230 members
Mstep: Class 3 contains 1009 members
Mstep: Class 4 contains 29460 members
Mstep: Class 5 contains 39155 members
Mstep: Class 6 contains 62851 members
Mstep: Class 7 contains 5270 members
Mstep: Class 8 contains 59420 members
Mstep: Class 9 contains 55566 members
Mstep: Class 10 contains 34688 members
Mstep: Class 11 contains 70506 members
Mstep: Class 12 contains 59743 members
Mstep: Class 13 contains 73145 members
Mstep: Class 14 contains 13892 members
Mstep: Class 15 contains 61666 members
Mstep: Class 16 contains 67385 members
Mstep: Class 17 contains 56528 members
Mstep: Class 18 contains 57839 members
Mstep: Class 19 contains 54743 members
Mstep: Class 20 contains 63415 members
Mstep: Class 21 contains 71685 members
Mstep: Class 22 contains 1754 members
Mstep: Class 23 contains 11816 members
Mstep: Class 24 contains 58748 members
Mstep: Class 25 contains 59955 members
Mstep: Class 26 contains 2763 members
Mstep: Class 27 contains 69891 members
Mstep: Class 28 contains 42153 members
Mstep: Class 29 contains 57457 members
Mstep: Class 30 contains 58802 members
Mstep: Class 31 contains 60839 members
Mstep: Class 32 contains 35449 members
Mstep: Class 33 contains 57249 members
Mstep: Class 34 contains 53089 members
Mstep: Class 35 contains 57563 members
Mstep: Class 36 contains 48197 members
Mstep: Class 37 contains 71560 members
Mstep: Class 38 contains 56275 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259991280.000000 Penalty: 88987.304688
Iteration 56Q: 39 clusters Score -2.599913e+08 nChanged 29340
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 5034 members
Mstep: Class 2 contains 66896 members
Mstep: Class 3 contains 1008 members
Mstep: Class 4 contains 29743 members
Mstep: Class 5 contains 38824 members
Mstep: Class 6 contains 62692 members
Mstep: Class 7 contains 5183 members
Mstep: Class 8 contains 59867 members
Mstep: Class 9 contains 55536 members
Mstep: Class 10 contains 34969 members
Mstep: Class 11 contains 70709 members
Mstep: Class 12 contains 59753 members
Mstep: Class 13 contains 73657 members
Mstep: Class 14 contains 14803 members
Mstep: Class 15 contains 61521 members
Mstep: Class 16 contains 66916 members
Mstep: Class 17 contains 56838 members
Mstep: Class 18 contains 57761 members
Mstep: Class 19 contains 54868 members
Mstep: Class 20 contains 63249 members
Mstep: Class 21 contains 71070 members
Mstep: Class 22 contains 1752 members
Mstep: Class 23 contains 11567 members
Mstep: Class 24 contains 58814 members
Mstep: Class 25 contains 59587 members
Mstep: Class 26 contains 2766 members
Mstep: Class 27 contains 69813 members
Mstep: Class 28 contains 42358 members
Mstep: Class 29 contains 57494 members
Mstep: Class 30 contains 58766 members
Mstep: Class 31 contains 61155 members
Mstep: Class 32 contains 35757 members
Mstep: Class 33 contains 57220 members
Mstep: Class 34 contains 53084 members
Mstep: Class 35 contains 57345 members
Mstep: Class 36 contains 47725 members
Mstep: Class 37 contains 71600 members
Mstep: Class 38 contains 55991 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259991008.000000 Penalty: 88987.304688
Iteration 57Q: 39 clusters Score -2.59991e+08 nChanged 27286
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 5149 members
Mstep: Class 2 contains 66631 members
Mstep: Class 3 contains 1006 members
Mstep: Class 4 contains 30090 members
Mstep: Class 5 contains 38484 members
Mstep: Class 6 contains 62652 members
Mstep: Class 7 contains 5100 members
Mstep: Class 8 contains 60269 members
Mstep: Class 9 contains 55410 members
Mstep: Class 10 contains 35313 members
Mstep: Class 11 contains 70472 members
Mstep: Class 12 contains 59834 members
Mstep: Class 13 contains 74111 members
Mstep: Class 14 contains 15704 members
Mstep: Class 15 contains 61360 members
Mstep: Class 16 contains 66522 members
Mstep: Class 17 contains 57177 members
Mstep: Class 18 contains 57612 members
Mstep: Class 19 contains 54874 members
Mstep: Class 20 contains 63151 members
Mstep: Class 21 contains 70604 members
Mstep: Class 22 contains 1752 members
Mstep: Class 23 contains 11319 members
Mstep: Class 24 contains 58862 members
Mstep: Class 25 contains 59204 members
Mstep: Class 26 contains 2768 members
Mstep: Class 27 contains 69755 members
Mstep: Class 28 contains 42680 members
Mstep: Class 29 contains 57538 members
Mstep: Class 30 contains 58946 members
Mstep: Class 31 contains 61325 members
Mstep: Class 32 contains 36091 members
Mstep: Class 33 contains 57219 members
Mstep: Class 34 contains 53045 members
Mstep: Class 35 contains 57104 members
Mstep: Class 36 contains 47050 members
Mstep: Class 37 contains 71683 members
Mstep: Class 38 contains 55825 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259991088.000000 Penalty: 88987.304688
Iteration 58Q: 39 clusters Score -2.599911e+08 nChanged 24597
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 5298 members
Mstep: Class 2 contains 66396 members
Mstep: Class 3 contains 1006 members
Mstep: Class 4 contains 30384 members
Mstep: Class 5 contains 38220 members
Mstep: Class 6 contains 62586 members
Mstep: Class 7 contains 5113 members
Mstep: Class 8 contains 60740 members
Mstep: Class 9 contains 55357 members
Mstep: Class 10 contains 35604 members
Mstep: Class 11 contains 70108 members
Mstep: Class 12 contains 59942 members
Mstep: Class 13 contains 74469 members
Mstep: Class 14 contains 16604 members
Mstep: Class 15 contains 61139 members
Mstep: Class 16 contains 66047 members
Mstep: Class 17 contains 57452 members
Mstep: Class 18 contains 57439 members
Mstep: Class 19 contains 54914 members
Mstep: Class 20 contains 63017 members
Mstep: Class 21 contains 70150 members
Mstep: Class 22 contains 1751 members
Mstep: Class 23 contains 11122 members
Mstep: Class 24 contains 58877 members
Mstep: Class 25 contains 58961 members
Mstep: Class 26 contains 2768 members
Mstep: Class 27 contains 69676 members
Mstep: Class 28 contains 43023 members
Mstep: Class 29 contains 57565 members
Mstep: Class 30 contains 59202 members
Mstep: Class 31 contains 61440 members
Mstep: Class 32 contains 36441 members
Mstep: Class 33 contains 57206 members
Mstep: Class 34 contains 52972 members
Mstep: Class 35 contains 56905 members
Mstep: Class 36 contains 46340 members
Mstep: Class 37 contains 71788 members
Mstep: Class 38 contains 55669 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259990256.000000 Penalty: 88987.304688
Iteration 59Q: 39 clusters Score -2.599903e+08 nChanged 22857
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 5397 members
Mstep: Class 2 contains 66165 members
Mstep: Class 3 contains 1006 members
Mstep: Class 4 contains 30595 members
Mstep: Class 5 contains 37998 members
Mstep: Class 6 contains 62503 members
Mstep: Class 7 contains 5150 members
Mstep: Class 8 contains 61241 members
Mstep: Class 9 contains 55319 members
Mstep: Class 10 contains 35879 members
Mstep: Class 11 contains 69725 members
Mstep: Class 12 contains 60060 members
Mstep: Class 13 contains 74693 members
Mstep: Class 14 contains 17534 members
Mstep: Class 15 contains 61009 members
Mstep: Class 16 contains 65586 members
Mstep: Class 17 contains 57754 members
Mstep: Class 18 contains 57269 members
Mstep: Class 19 contains 54870 members
Mstep: Class 20 contains 62908 members
Mstep: Class 21 contains 69663 members
Mstep: Class 22 contains 1750 members
Mstep: Class 23 contains 11007 members
Mstep: Class 24 contains 58937 members
Mstep: Class 25 contains 58853 members
Mstep: Class 26 contains 2774 members
Mstep: Class 27 contains 69600 members
Mstep: Class 28 contains 43381 members
Mstep: Class 29 contains 57551 members
Mstep: Class 30 contains 59411 members
Mstep: Class 31 contains 61511 members
Mstep: Class 32 contains 36904 members
Mstep: Class 33 contains 57141 members
Mstep: Class 34 contains 52776 members
Mstep: Class 35 contains 56706 members
Mstep: Class 36 contains 45627 members
Mstep: Class 37 contains 71856 members
Mstep: Class 38 contains 55582 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259992896.000000 Penalty: 88987.304688
Iteration 60F: 39 clusters Score -2.599929e+08 nChanged 27551
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 5919 members
Mstep: Class 2 contains 65759 members
Mstep: Class 3 contains 1005 members
Mstep: Class 4 contains 30761 members
Mstep: Class 5 contains 36518 members
Mstep: Class 6 contains 62364 members
Mstep: Class 7 contains 5102 members
Mstep: Class 8 contains 61577 members
Mstep: Class 9 contains 54628 members
Mstep: Class 10 contains 36005 members
Mstep: Class 11 contains 69761 members
Mstep: Class 12 contains 60204 members
Mstep: Class 13 contains 74775 members
Mstep: Class 14 contains 19418 members
Mstep: Class 15 contains 60216 members
Mstep: Class 16 contains 64990 members
Mstep: Class 17 contains 57947 members
Mstep: Class 18 contains 57079 members
Mstep: Class 19 contains 54716 members
Mstep: Class 20 contains 62632 members
Mstep: Class 21 contains 68962 members
Mstep: Class 22 contains 1749 members
Mstep: Class 23 contains 10864 members
Mstep: Class 24 contains 58815 members
Mstep: Class 25 contains 58929 members
Mstep: Class 26 contains 2769 members
Mstep: Class 27 contains 69483 members
Mstep: Class 28 contains 43517 members
Mstep: Class 29 contains 57519 members
Mstep: Class 30 contains 59346 members
Mstep: Class 31 contains 61521 members
Mstep: Class 32 contains 37580 members
Mstep: Class 33 contains 56951 members
Mstep: Class 34 contains 52281 members
Mstep: Class 35 contains 56529 members
Mstep: Class 36 contains 48283 members
Mstep: Class 37 contains 71739 members
Mstep: Class 38 contains 55478 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259993344.000000 Penalty: 88987.304688
Iteration 61Q: 39 clusters Score -2.599933e+08 nChanged 29185
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 6453 members
Mstep: Class 2 contains 65372 members
Mstep: Class 3 contains 1004 members
Mstep: Class 4 contains 30823 members
Mstep: Class 5 contains 34649 members
Mstep: Class 6 contains 62286 members
Mstep: Class 7 contains 5107 members
Mstep: Class 8 contains 61759 members
Mstep: Class 9 contains 54155 members
Mstep: Class 10 contains 36064 members
Mstep: Class 11 contains 69499 members
Mstep: Class 12 contains 60217 members
Mstep: Class 13 contains 74760 members
Mstep: Class 14 contains 21502 members
Mstep: Class 15 contains 59739 members
Mstep: Class 16 contains 64449 members
Mstep: Class 17 contains 58348 members
Mstep: Class 18 contains 56937 members
Mstep: Class 19 contains 54677 members
Mstep: Class 20 contains 62421 members
Mstep: Class 21 contains 68289 members
Mstep: Class 22 contains 1748 members
Mstep: Class 23 contains 10716 members
Mstep: Class 24 contains 58750 members
Mstep: Class 25 contains 58841 members
Mstep: Class 26 contains 2769 members
Mstep: Class 27 contains 69378 members
Mstep: Class 28 contains 43732 members
Mstep: Class 29 contains 57453 members
Mstep: Class 30 contains 59483 members
Mstep: Class 31 contains 61654 members
Mstep: Class 32 contains 38293 members
Mstep: Class 33 contains 56720 members
Mstep: Class 34 contains 51835 members
Mstep: Class 35 contains 56158 members
Mstep: Class 36 contains 50522 members
Mstep: Class 37 contains 71665 members
Mstep: Class 38 contains 55464 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259994512.000000 Penalty: 88987.304688
Iteration 62Q: 39 clusters Score -2.599945e+08 nChanged 29671
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 7029 members
Mstep: Class 2 contains 64984 members
Mstep: Class 3 contains 1003 members
Mstep: Class 4 contains 30770 members
Mstep: Class 5 contains 32715 members
Mstep: Class 6 contains 62188 members
Mstep: Class 7 contains 5115 members
Mstep: Class 8 contains 61709 members
Mstep: Class 9 contains 53562 members
Mstep: Class 10 contains 35924 members
Mstep: Class 11 contains 69278 members
Mstep: Class 12 contains 60301 members
Mstep: Class 13 contains 74758 members
Mstep: Class 14 contains 23829 members
Mstep: Class 15 contains 59517 members
Mstep: Class 16 contains 63844 members
Mstep: Class 17 contains 58630 members
Mstep: Class 18 contains 56749 members
Mstep: Class 19 contains 54695 members
Mstep: Class 20 contains 62228 members
Mstep: Class 21 contains 67677 members
Mstep: Class 22 contains 1747 members
Mstep: Class 23 contains 10586 members
Mstep: Class 24 contains 58622 members
Mstep: Class 25 contains 58651 members
Mstep: Class 26 contains 2778 members
Mstep: Class 27 contains 69238 members
Mstep: Class 28 contains 43971 members
Mstep: Class 29 contains 57213 members
Mstep: Class 30 contains 59617 members
Mstep: Class 31 contains 61752 members
Mstep: Class 32 contains 39124 members
Mstep: Class 33 contains 56338 members
Mstep: Class 34 contains 51326 members
Mstep: Class 35 contains 55778 members
Mstep: Class 36 contains 53449 members
Mstep: Class 37 contains 71533 members
Mstep: Class 38 contains 55463 members
Entering Unmasked Estep
ConsiderDeletion
Score: -259998544.000000 Penalty: 88987.304688
Iteration 63Q: 39 clusters Score -2.599985e+08 nChanged 33147
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 7568 members
Mstep: Class 2 contains 64610 members
Mstep: Class 3 contains 1003 members
Mstep: Class 4 contains 30708 members
Mstep: Class 5 contains 30822 members
Mstep: Class 6 contains 61986 members
Mstep: Class 7 contains 5120 members
Mstep: Class 8 contains 61623 members
Mstep: Class 9 contains 52282 members
Mstep: Class 10 contains 35314 members
Mstep: Class 11 contains 69045 members
Mstep: Class 12 contains 60324 members
Mstep: Class 13 contains 74674 members
Mstep: Class 14 contains 26463 members
Mstep: Class 15 contains 59645 members
Mstep: Class 16 contains 63242 members
Mstep: Class 17 contains 58807 members
Mstep: Class 18 contains 56544 members
Mstep: Class 19 contains 54647 members
Mstep: Class 20 contains 62066 members
Mstep: Class 21 contains 67108 members
Mstep: Class 22 contains 1746 members
Mstep: Class 23 contains 10512 members
Mstep: Class 24 contains 58191 members
Mstep: Class 25 contains 58481 members
Mstep: Class 26 contains 2787 members
Mstep: Class 27 contains 69123 members
Mstep: Class 28 contains 44296 members
Mstep: Class 29 contains 56589 members
Mstep: Class 30 contains 59728 members
Mstep: Class 31 contains 61867 members
Mstep: Class 32 contains 40001 members
Mstep: Class 33 contains 55549 members
Mstep: Class 34 contains 50228 members
Mstep: Class 35 contains 55362 members
Mstep: Class 36 contains 58885 members
Mstep: Class 37 contains 71355 members
Mstep: Class 38 contains 55390 members
Entering Unmasked Estep
ConsiderDeletion
Score: -260003728.000000 Penalty: 88987.304688
Iteration 64Q: 39 clusters Score -2.600037e+08 nChanged 40983
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 8021 members
Mstep: Class 2 contains 64096 members
Mstep: Class 3 contains 1003 members
Mstep: Class 4 contains 30658 members
Mstep: Class 5 contains 31229 members
Mstep: Class 6 contains 61788 members
Mstep: Class 7 contains 5135 members
Mstep: Class 8 contains 61477 members
Mstep: Class 9 contains 51121 members
Mstep: Class 10 contains 33687 members
Mstep: Class 11 contains 68757 members
Mstep: Class 12 contains 60365 members
Mstep: Class 13 contains 74550 members
Mstep: Class 14 contains 29678 members
Mstep: Class 15 contains 59197 members
Mstep: Class 16 contains 62683 members
Mstep: Class 17 contains 57114 members
Mstep: Class 18 contains 56313 members
Mstep: Class 19 contains 54623 members
Mstep: Class 20 contains 61866 members
Mstep: Class 21 contains 66648 members
Mstep: Class 22 contains 1746 members
Mstep: Class 23 contains 10407 members
Mstep: Class 24 contains 57443 members
Mstep: Class 25 contains 58313 members
Mstep: Class 26 contains 2791 members
Mstep: Class 27 contains 68933 members
Mstep: Class 28 contains 44916 members
Mstep: Class 29 contains 55399 members
Mstep: Class 30 contains 59862 members
Mstep: Class 31 contains 61895 members
Mstep: Class 32 contains 40836 members
Mstep: Class 33 contains 54698 members
Mstep: Class 34 contains 48746 members
Mstep: Class 35 contains 54936 members
Mstep: Class 36 contains 66512 members
Mstep: Class 37 contains 71062 members
Mstep: Class 38 contains 55187 members
Entering Unmasked Estep
ConsiderDeletion
Score: -260008624.000000 Penalty: 88987.304688
Iteration 65Q: 39 clusters Score -2.600086e+08 nChanged 50269
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 8505 members
Mstep: Class 2 contains 63545 members
Mstep: Class 3 contains 1003 members
Mstep: Class 4 contains 30617 members
Mstep: Class 5 contains 32347 members
Mstep: Class 6 contains 61409 members
Mstep: Class 7 contains 5149 members
Mstep: Class 8 contains 61205 members
Mstep: Class 9 contains 50960 members
Mstep: Class 10 contains 31867 members
Mstep: Class 11 contains 68353 members
Mstep: Class 12 contains 60377 members
Mstep: Class 13 contains 74412 members
Mstep: Class 14 contains 33944 members
Mstep: Class 15 contains 58676 members
Mstep: Class 16 contains 61978 members
Mstep: Class 17 contains 54383 members
Mstep: Class 18 contains 56032 members
Mstep: Class 19 contains 54521 members
Mstep: Class 20 contains 61752 members
Mstep: Class 21 contains 66267 members
Mstep: Class 22 contains 1746 members
Mstep: Class 23 contains 10330 members
Mstep: Class 24 contains 57411 members
Mstep: Class 25 contains 58062 members
Mstep: Class 26 contains 2796 members
Mstep: Class 27 contains 68628 members
Mstep: Class 28 contains 45953 members
Mstep: Class 29 contains 54500 members
Mstep: Class 30 contains 59965 members
Mstep: Class 31 contains 61930 members
Mstep: Class 32 contains 41725 members
Mstep: Class 33 contains 54508 members
Mstep: Class 34 contains 47334 members
Mstep: Class 35 contains 54412 members
Mstep: Class 36 contains 71539 members
Mstep: Class 37 contains 70541 members
Mstep: Class 38 contains 55009 members
Entering Unmasked Estep
ConsiderDeletion
Score: -260008144.000000 Penalty: 88987.304688
Iteration 66Q: 39 clusters Score -2.600081e+08 nChanged 45051
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 9056 members
Mstep: Class 2 contains 62997 members
Mstep: Class 3 contains 1003 members
Mstep: Class 4 contains 30515 members
Mstep: Class 5 contains 32932 members
Mstep: Class 6 contains 60927 members
Mstep: Class 7 contains 5163 members
Mstep: Class 8 contains 60808 members
Mstep: Class 9 contains 52620 members
Mstep: Class 10 contains 31592 members
Mstep: Class 11 contains 67799 members
Mstep: Class 12 contains 60403 members
Mstep: Class 13 contains 74067 members
Mstep: Class 14 contains 39134 members
Mstep: Class 15 contains 58916 members
Mstep: Class 16 contains 61349 members
Mstep: Class 17 contains 54619 members
Mstep: Class 18 contains 55699 members
Mstep: Class 19 contains 54513 members
Mstep: Class 20 contains 61619 members
Mstep: Class 21 contains 65902 members
Mstep: Class 22 contains 1746 members
Mstep: Class 23 contains 10288 members
Mstep: Class 24 contains 58026 members
Mstep: Class 25 contains 57726 members
Mstep: Class 26 contains 2800 members
Mstep: Class 27 contains 68219 members
Mstep: Class 28 contains 47163 members
Mstep: Class 29 contains 55111 members
Mstep: Class 30 contains 59950 members
Mstep: Class 31 contains 61872 members
Mstep: Class 32 contains 42503 members
Mstep: Class 33 contains 55362 members
Mstep: Class 34 contains 47403 members
Mstep: Class 35 contains 53986 members
Mstep: Class 36 contains 65110 members
Mstep: Class 37 contains 69905 members
Mstep: Class 38 contains 54888 members
Entering Unmasked Estep
ConsiderDeletion
Score: -260016768.000000 Penalty: 88987.304688
Iteration 67Q: 39 clusters Score -2.600168e+08 nChanged 36572
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 9484 members
Mstep: Class 2 contains 62430 members
Mstep: Class 3 contains 1003 members
Mstep: Class 4 contains 30419 members
Mstep: Class 5 contains 33823 members
Mstep: Class 6 contains 60259 members
Mstep: Class 7 contains 5170 members
Mstep: Class 8 contains 60156 members
Mstep: Class 9 contains 52763 members
Mstep: Class 10 contains 30979 members
Mstep: Class 11 contains 67218 members
Mstep: Class 12 contains 60443 members
Mstep: Class 13 contains 73682 members
Mstep: Class 14 contains 45150 members
Mstep: Class 15 contains 58782 members
Mstep: Class 16 contains 60796 members
Mstep: Class 17 contains 54624 members
Mstep: Class 18 contains 55230 members
Mstep: Class 19 contains 54412 members
Mstep: Class 20 contains 61446 members
Mstep: Class 21 contains 65572 members
Mstep: Class 22 contains 1746 members
Mstep: Class 23 contains 10252 members
Mstep: Class 24 contains 58165 members
Mstep: Class 25 contains 57432 members
Mstep: Class 26 contains 2808 members
Mstep: Class 27 contains 67779 members
Mstep: Class 28 contains 48179 members
Mstep: Class 29 contains 55335 members
Mstep: Class 30 contains 59794 members
Mstep: Class 31 contains 61865 members
Mstep: Class 32 contains 43144 members
Mstep: Class 33 contains 56089 members
Mstep: Class 34 contains 47224 members
Mstep: Class 35 contains 53661 members
Mstep: Class 36 contains 62415 members
Mstep: Class 37 contains 69232 members
Mstep: Class 38 contains 54730 members
Entering Unmasked Estep
ConsiderDeletion
Score: -260022880.000000 Penalty: 88987.304688
Iteration 68Q: 39 clusters Score -2.600229e+08 nChanged 35567
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 9900 members
Mstep: Class 2 contains 61722 members
Mstep: Class 3 contains 1003 members
Mstep: Class 4 contains 30289 members
Mstep: Class 5 contains 34732 members
Mstep: Class 6 contains 59465 members
Mstep: Class 7 contains 5172 members
Mstep: Class 8 contains 59322 members
Mstep: Class 9 contains 52829 members
Mstep: Class 10 contains 30293 members
Mstep: Class 11 contains 66643 members
Mstep: Class 12 contains 60461 members
Mstep: Class 13 contains 73289 members
Mstep: Class 14 contains 51680 members
Mstep: Class 15 contains 58583 members
Mstep: Class 16 contains 60280 members
Mstep: Class 17 contains 54552 members
Mstep: Class 18 contains 54747 members
Mstep: Class 19 contains 54519 members
Mstep: Class 20 contains 61301 members
Mstep: Class 21 contains 65402 members
Mstep: Class 22 contains 1746 members
Mstep: Class 23 contains 10220 members
Mstep: Class 24 contains 58283 members
Mstep: Class 25 contains 57038 members
Mstep: Class 26 contains 2815 members
Mstep: Class 27 contains 67294 members
Mstep: Class 28 contains 49162 members
Mstep: Class 29 contains 55600 members
Mstep: Class 30 contains 59527 members
Mstep: Class 31 contains 61971 members
Mstep: Class 32 contains 43554 members
Mstep: Class 33 contains 56673 members
Mstep: Class 34 contains 47033 members
Mstep: Class 35 contains 53225 members
Mstep: Class 36 contains 60195 members
Mstep: Class 37 contains 68542 members
Mstep: Class 38 contains 54629 members
Entering Unmasked Estep
ConsiderDeletion
Score: -260029376.000000 Penalty: 88987.304688
Iteration 69Q: 39 clusters Score -2.600294e+08 nChanged 32632
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 10272 members
Mstep: Class 2 contains 61114 members
Mstep: Class 3 contains 1003 members
Mstep: Class 4 contains 30140 members
Mstep: Class 5 contains 35672 members
Mstep: Class 6 contains 58687 members
Mstep: Class 7 contains 5174 members
Mstep: Class 8 contains 58697 members
Mstep: Class 9 contains 52873 members
Mstep: Class 10 contains 29536 members
Mstep: Class 11 contains 66081 members
Mstep: Class 12 contains 60544 members
Mstep: Class 13 contains 72853 members
Mstep: Class 14 contains 57286 members
Mstep: Class 15 contains 58346 members
Mstep: Class 16 contains 59913 members
Mstep: Class 17 contains 54619 members
Mstep: Class 18 contains 54334 members
Mstep: Class 19 contains 54557 members
Mstep: Class 20 contains 61124 members
Mstep: Class 21 contains 65208 members
Mstep: Class 22 contains 1746 members
Mstep: Class 23 contains 10193 members
Mstep: Class 24 contains 58360 members
Mstep: Class 25 contains 56788 members
Mstep: Class 26 contains 2820 members
Mstep: Class 27 contains 66962 members
Mstep: Class 28 contains 50158 members
Mstep: Class 29 contains 55743 members
Mstep: Class 30 contains 59326 members
Mstep: Class 31 contains 62120 members
Mstep: Class 32 contains 43867 members
Mstep: Class 33 contains 57041 members
Mstep: Class 34 contains 46827 members
Mstep: Class 35 contains 52811 members
Mstep: Class 36 contains 58389 members
Mstep: Class 37 contains 67929 members
Mstep: Class 38 contains 54578 members
Entering Unmasked Estep
ConsiderDeletion
Score: -260034672.000000 Penalty: 88987.304688
Iteration 70Q: 39 clusters Score -2.600347e+08 nChanged 32787
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 10555 members
Mstep: Class 2 contains 60822 members
Mstep: Class 3 contains 1003 members
Mstep: Class 4 contains 30003 members
Mstep: Class 5 contains 36667 members
Mstep: Class 6 contains 57733 members
Mstep: Class 7 contains 5175 members
Mstep: Class 8 contains 58370 members
Mstep: Class 9 contains 52661 members
Mstep: Class 10 contains 28750 members
Mstep: Class 11 contains 65682 members
Mstep: Class 12 contains 60538 members
Mstep: Class 13 contains 72380 members
Mstep: Class 14 contains 62610 members
Mstep: Class 15 contains 57988 members
Mstep: Class 16 contains 59467 members
Mstep: Class 17 contains 54859 members
Mstep: Class 18 contains 54213 members
Mstep: Class 19 contains 54362 members
Mstep: Class 20 contains 60780 members
Mstep: Class 21 contains 65079 members
Mstep: Class 22 contains 1746 members
Mstep: Class 23 contains 10166 members
Mstep: Class 24 contains 58430 members
Mstep: Class 25 contains 56740 members
Mstep: Class 26 contains 2821 members
Mstep: Class 27 contains 66810 members
Mstep: Class 28 contains 51306 members
Mstep: Class 29 contains 55828 members
Mstep: Class 30 contains 59304 members
Mstep: Class 31 contains 62277 members
Mstep: Class 32 contains 44216 members
Mstep: Class 33 contains 57330 members
Mstep: Class 34 contains 46566 members
Mstep: Class 35 contains 52386 members
Mstep: Class 36 contains 56901 members
Mstep: Class 37 contains 67149 members
Mstep: Class 38 contains 54018 members
Entering Unmasked Estep
ConsiderDeletion
Score: -260036912.000000 Penalty: 88987.304688
Iteration 71Q: 39 clusters Score -2.600369e+08 nChanged 34009
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 10812 members
Mstep: Class 2 contains 60852 members
Mstep: Class 3 contains 1003 members
Mstep: Class 4 contains 29889 members
Mstep: Class 5 contains 37501 members
Mstep: Class 6 contains 56538 members
Mstep: Class 7 contains 5178 members
Mstep: Class 8 contains 58249 members
Mstep: Class 9 contains 52268 members
Mstep: Class 10 contains 27962 members
Mstep: Class 11 contains 65246 members
Mstep: Class 12 contains 60498 members
Mstep: Class 13 contains 71877 members
Mstep: Class 14 contains 66232 members
Mstep: Class 15 contains 57683 members
Mstep: Class 16 contains 59279 members
Mstep: Class 17 contains 55012 members
Mstep: Class 18 contains 54259 members
Mstep: Class 19 contains 54311 members
Mstep: Class 20 contains 60450 members
Mstep: Class 21 contains 65232 members
Mstep: Class 22 contains 1746 members
Mstep: Class 23 contains 10140 members
Mstep: Class 24 contains 58507 members
Mstep: Class 25 contains 56801 members
Mstep: Class 26 contains 2823 members
Mstep: Class 27 contains 66797 members
Mstep: Class 28 contains 52668 members
Mstep: Class 29 contains 55922 members
Mstep: Class 30 contains 59340 members
Mstep: Class 31 contains 62399 members
Mstep: Class 32 contains 44558 members
Mstep: Class 33 contains 57565 members
Mstep: Class 34 contains 46289 members
Mstep: Class 35 contains 52284 members
Mstep: Class 36 contains 55660 members
Mstep: Class 37 contains 66670 members
Mstep: Class 38 contains 53191 members
Entering Unmasked Estep
ConsiderDeletion
Score: -260036544.000000 Penalty: 88987.304688
Iteration 72Q: 39 clusters Score -2.600365e+08 nChanged 32898
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 11067 members
Mstep: Class 2 contains 60987 members
Mstep: Class 3 contains 1003 members
Mstep: Class 4 contains 29804 members
Mstep: Class 5 contains 38268 members
Mstep: Class 6 contains 55349 members
Mstep: Class 7 contains 5180 members
Mstep: Class 8 contains 58406 members
Mstep: Class 9 contains 51885 members
Mstep: Class 10 contains 27246 members
Mstep: Class 11 contains 64877 members
Mstep: Class 12 contains 60618 members
Mstep: Class 13 contains 71199 members
Mstep: Class 14 contains 66640 members
Mstep: Class 15 contains 57373 members
Mstep: Class 16 contains 59175 members
Mstep: Class 17 contains 55209 members
Mstep: Class 18 contains 54561 members
Mstep: Class 19 contains 54595 members
Mstep: Class 20 contains 60328 members
Mstep: Class 21 contains 65505 members
Mstep: Class 22 contains 1746 members
Mstep: Class 23 contains 10111 members
Mstep: Class 24 contains 58603 members
Mstep: Class 25 contains 56895 members
Mstep: Class 26 contains 2825 members
Mstep: Class 27 contains 66867 members
Mstep: Class 28 contains 53826 members
Mstep: Class 29 contains 56024 members
Mstep: Class 30 contains 59353 members
Mstep: Class 31 contains 62646 members
Mstep: Class 32 contains 45107 members
Mstep: Class 33 contains 57729 members
Mstep: Class 34 contains 45942 members
Mstep: Class 35 contains 52472 members
Mstep: Class 36 contains 54672 members
Mstep: Class 37 contains 66930 members
Mstep: Class 38 contains 52668 members
Entering Unmasked Estep
ConsiderDeletion
Score: -260035136.000000 Penalty: 88987.304688
Iteration 73Q: 39 clusters Score -2.600351e+08 nChanged 30281
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 11335 members
Mstep: Class 2 contains 61028 members
Mstep: Class 3 contains 1003 members
Mstep: Class 4 contains 29701 members
Mstep: Class 5 contains 38951 members
Mstep: Class 6 contains 54222 members
Mstep: Class 7 contains 5182 members
Mstep: Class 8 contains 58644 members
Mstep: Class 9 contains 51455 members
Mstep: Class 10 contains 26608 members
Mstep: Class 11 contains 64634 members
Mstep: Class 12 contains 60889 members
Mstep: Class 13 contains 70495 members
Mstep: Class 14 contains 65518 members
Mstep: Class 15 contains 57192 members
Mstep: Class 16 contains 59216 members
Mstep: Class 17 contains 55405 members
Mstep: Class 18 contains 54905 members
Mstep: Class 19 contains 54741 members
Mstep: Class 20 contains 60426 members
Mstep: Class 21 contains 65763 members
Mstep: Class 22 contains 1746 members
Mstep: Class 23 contains 10101 members
Mstep: Class 24 contains 58639 members
Mstep: Class 25 contains 56803 members
Mstep: Class 26 contains 2828 members
Mstep: Class 27 contains 66883 members
Mstep: Class 28 contains 54937 members
Mstep: Class 29 contains 56094 members
Mstep: Class 30 contains 59382 members
Mstep: Class 31 contains 63136 members
Mstep: Class 32 contains 45828 members
Mstep: Class 33 contains 57830 members
Mstep: Class 34 contains 45584 members
Mstep: Class 35 contains 52811 members
Mstep: Class 36 contains 53820 members
Mstep: Class 37 contains 67420 members
Mstep: Class 38 contains 52536 members
Entering Unmasked Estep
ConsiderDeletion
Score: -260034624.000000 Penalty: 88987.304688
Iteration 74Q: 39 clusters Score -2.600346e+08 nChanged 28383
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 11591 members
Mstep: Class 2 contains 61154 members
Mstep: Class 3 contains 1003 members
Mstep: Class 4 contains 29586 members
Mstep: Class 5 contains 39468 members
Mstep: Class 6 contains 52998 members
Mstep: Class 7 contains 5187 members
Mstep: Class 8 contains 59004 members
Mstep: Class 9 contains 50887 members
Mstep: Class 10 contains 26038 members
Mstep: Class 11 contains 64580 members
Mstep: Class 12 contains 61071 members
Mstep: Class 13 contains 70088 members
Mstep: Class 14 contains 64212 members
Mstep: Class 15 contains 57024 members
Mstep: Class 16 contains 59158 members
Mstep: Class 17 contains 55518 members
Mstep: Class 18 contains 55280 members
Mstep: Class 19 contains 54803 members
Mstep: Class 20 contains 60618 members
Mstep: Class 21 contains 65897 members
Mstep: Class 22 contains 1746 members
Mstep: Class 23 contains 10074 members
Mstep: Class 24 contains 58743 members
Mstep: Class 25 contains 56756 members
Mstep: Class 26 contains 2832 members
Mstep: Class 27 contains 66851 members
Mstep: Class 28 contains 56127 members
Mstep: Class 29 contains 56190 members
Mstep: Class 30 contains 59464 members
Mstep: Class 31 contains 63624 members
Mstep: Class 32 contains 46613 members
Mstep: Class 33 contains 57875 members
Mstep: Class 34 contains 45197 members
Mstep: Class 35 contains 53035 members
Mstep: Class 36 contains 53212 members
Mstep: Class 37 contains 67613 members
Mstep: Class 38 contains 52574 members
Entering Unmasked Estep
ConsiderDeletion
Score: -260033424.000000 Penalty: 88987.304688
Iteration 75Q: 39 clusters Score -2.600334e+08 nChanged 27356
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 11861 members
Mstep: Class 2 contains 61293 members
Mstep: Class 3 contains 1003 members
Mstep: Class 4 contains 29495 members
Mstep: Class 5 contains 39961 members
Mstep: Class 6 contains 51699 members
Mstep: Class 7 contains 5187 members
Mstep: Class 8 contains 59419 members
Mstep: Class 9 contains 50117 members
Mstep: Class 10 contains 25562 members
Mstep: Class 11 contains 64443 members
Mstep: Class 12 contains 61228 members
Mstep: Class 13 contains 69645 members
Mstep: Class 14 contains 63123 members
Mstep: Class 15 contains 56940 members
Mstep: Class 16 contains 59031 members
Mstep: Class 17 contains 55626 members
Mstep: Class 18 contains 55593 members
Mstep: Class 19 contains 54991 members
Mstep: Class 20 contains 60830 members
Mstep: Class 21 contains 65934 members
Mstep: Class 22 contains 1746 members
Mstep: Class 23 contains 10050 members
Mstep: Class 24 contains 58901 members
Mstep: Class 25 contains 56626 members
Mstep: Class 26 contains 2836 members
Mstep: Class 27 contains 66750 members
Mstep: Class 28 contains 57223 members
Mstep: Class 29 contains 56288 members
Mstep: Class 30 contains 59678 members
Mstep: Class 31 contains 64090 members
Mstep: Class 32 contains 47507 members
Mstep: Class 33 contains 57935 members
Mstep: Class 34 contains 44713 members
Mstep: Class 35 contains 53223 members
Mstep: Class 36 contains 52762 members
Mstep: Class 37 contains 67676 members
Mstep: Class 38 contains 52706 members
Entering Unmasked Estep
ConsiderDeletion
Score: -260032944.000000 Penalty: 88987.304688
Iteration 76Q: 39 clusters Score -2.600329e+08 nChanged 26184
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 12118 members
Mstep: Class 2 contains 61346 members
Mstep: Class 3 contains 1003 members
Mstep: Class 4 contains 29419 members
Mstep: Class 5 contains 40384 members
Mstep: Class 6 contains 50202 members
Mstep: Class 7 contains 5188 members
Mstep: Class 8 contains 59756 members
Mstep: Class 9 contains 49267 members
Mstep: Class 10 contains 25252 members
Mstep: Class 11 contains 64424 members
Mstep: Class 12 contains 61347 members
Mstep: Class 13 contains 69273 members
Mstep: Class 14 contains 62208 members
Mstep: Class 15 contains 56891 members
Mstep: Class 16 contains 59058 members
Mstep: Class 17 contains 55705 members
Mstep: Class 18 contains 55927 members
Mstep: Class 19 contains 55028 members
Mstep: Class 20 contains 61096 members
Mstep: Class 21 contains 65957 members
Mstep: Class 22 contains 1746 members
Mstep: Class 23 contains 10031 members
Mstep: Class 24 contains 59078 members
Mstep: Class 25 contains 56632 members
Mstep: Class 26 contains 2842 members
Mstep: Class 27 contains 66579 members
Mstep: Class 28 contains 58157 members
Mstep: Class 29 contains 56449 members
Mstep: Class 30 contains 59952 members
Mstep: Class 31 contains 64409 members
Mstep: Class 32 contains 48412 members
Mstep: Class 33 contains 57990 members
Mstep: Class 34 contains 44299 members
Mstep: Class 35 contains 53495 members
Mstep: Class 36 contains 52316 members
Mstep: Class 37 contains 67650 members
Mstep: Class 38 contains 52805 members
Entering Unmasked Estep
ConsiderDeletion
Score: -260033104.000000 Penalty: 88987.304688
Iteration 77Q: 39 clusters Score -2.600331e+08 nChanged 25007
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 12424 members
Mstep: Class 2 contains 61354 members
Mstep: Class 3 contains 1003 members
Mstep: Class 4 contains 29341 members
Mstep: Class 5 contains 40710 members
Mstep: Class 6 contains 48833 members
Mstep: Class 7 contains 5194 members
Mstep: Class 8 contains 60109 members
Mstep: Class 9 contains 48424 members
Mstep: Class 10 contains 25071 members
Mstep: Class 11 contains 64378 members
Mstep: Class 12 contains 61451 members
Mstep: Class 13 contains 68883 members
Mstep: Class 14 contains 61535 members
Mstep: Class 15 contains 56855 members
Mstep: Class 16 contains 58962 members
Mstep: Class 17 contains 55772 members
Mstep: Class 18 contains 56263 members
Mstep: Class 19 contains 55016 members
Mstep: Class 20 contains 61213 members
Mstep: Class 21 contains 66034 members
Mstep: Class 22 contains 1746 members
Mstep: Class 23 contains 10029 members
Mstep: Class 24 contains 59248 members
Mstep: Class 25 contains 56704 members
Mstep: Class 26 contains 2845 members
Mstep: Class 27 contains 66340 members
Mstep: Class 28 contains 58950 members
Mstep: Class 29 contains 56634 members
Mstep: Class 30 contains 60346 members
Mstep: Class 31 contains 64672 members
Mstep: Class 32 contains 49463 members
Mstep: Class 33 contains 58015 members
Mstep: Class 34 contains 43903 members
Mstep: Class 35 contains 53566 members
Mstep: Class 36 contains 51909 members
Mstep: Class 37 contains 67605 members
Mstep: Class 38 contains 52891 members
Entering Unmasked Estep
ConsiderDeletion
Score: -260033056.000000 Penalty: 88987.304688
Iteration 78Q: 39 clusters Score -2.600331e+08 nChanged 23536
Entering ConstructFrom:
Score: -260033056.000000 Penalty: 88987.304688
Entering ConstructFrom:
Trying to split cluster 1 (12745 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12745 members
Entering Unmasked Estep
Score: -1903297.750000 Penalty: 1536.095337
Iteration 0F: 2 clusters Score -1903298 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6300 members
Mstep: Class 2 contains 6445 members
Entering Unmasked Estep
Score: -1894372.625000 Penalty: 3072.190674
Iteration 0F: 3 clusters Score -1894373 nChanged 5564
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6054 members
Mstep: Class 2 contains 6691 members
Entering Unmasked Estep
Score: -1897507.375000 Penalty: 3072.190674
Iteration 1F: 3 clusters Score -1897507 nChanged 779
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5947 members
Mstep: Class 2 contains 6798 members
Entering Unmasked Estep
Score: -1897797.375000 Penalty: 3072.190674
Iteration 2F: 3 clusters Score -1897797 nChanged 612
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5757 members
Mstep: Class 2 contains 6988 members
Entering Unmasked Estep
Score: -1898041.875000 Penalty: 3072.190674
Iteration 3Q: 3 clusters Score -1898042 nChanged 591
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5520 members
Mstep: Class 2 contains 7225 members
Entering Unmasked Estep
Score: -1898292.375000 Penalty: 3072.190674
Iteration 4Q: 3 clusters Score -1898292 nChanged 538
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5186 members
Mstep: Class 2 contains 7559 members
Entering Unmasked Estep
Score: -1898539.000000 Penalty: 3072.190674
Iteration 5Q: 3 clusters Score -1898539 nChanged 549
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4777 members
Mstep: Class 2 contains 7968 members
Entering Unmasked Estep
Score: -1898812.125000 Penalty: 3072.190674
Iteration 6Q: 3 clusters Score -1898812 nChanged 568
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4289 members
Mstep: Class 2 contains 8456 members
Entering Unmasked Estep
Score: -1899119.875000 Penalty: 3072.190674
Iteration 7Q: 3 clusters Score -1899120 nChanged 629
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3734 members
Mstep: Class 2 contains 9011 members
Entering Unmasked Estep
Score: -1899513.750000 Penalty: 3072.190674
Iteration 8Q: 3 clusters Score -1899514 nChanged 624
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3164 members
Mstep: Class 2 contains 9581 members
Entering Unmasked Estep
Score: -1899906.500000 Penalty: 3072.190674
Iteration 9Q: 3 clusters Score -1899906 nChanged 577
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2627 members
Mstep: Class 2 contains 10118 members
Entering Unmasked Estep
Score: -1900300.625000 Penalty: 3072.190674
Iteration 10Q: 3 clusters Score -1900301 nChanged 528
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2125 members
Mstep: Class 2 contains 10620 members
Entering Unmasked Estep
Score: -1900691.500000 Penalty: 3072.190674
Iteration 11Q: 3 clusters Score -1900692 nChanged 462
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1693 members
Mstep: Class 2 contains 11052 members
Entering Unmasked Estep
Score: -1901031.500000 Penalty: 3072.190674
Iteration 12Q: 3 clusters Score -1901032 nChanged 332
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1379 members
Mstep: Class 2 contains 11366 members
Entering Unmasked Estep
Score: -1901243.250000 Penalty: 3072.190674
Iteration 13Q: 3 clusters Score -1901243 nChanged 242
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1149 members
Mstep: Class 2 contains 11596 members
Entering Unmasked Estep
Score: -1901415.250000 Penalty: 3072.190674
Iteration 14Q: 3 clusters Score -1901415 nChanged 193
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 966 members
Mstep: Class 2 contains 11779 members
Entering Unmasked Estep
Score: -1901536.750000 Penalty: 3072.190674
Iteration 15Q: 3 clusters Score -1901537 nChanged 145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 829 members
Mstep: Class 2 contains 11916 members
Entering Unmasked Estep
Score: -1901633.375000 Penalty: 3072.190674
Iteration 16Q: 3 clusters Score -1901633 nChanged 107
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 726 members
Mstep: Class 2 contains 12019 members
Entering Unmasked Estep
Score: -1901701.500000 Penalty: 3072.190674
Iteration 17Q: 3 clusters Score -1901702 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 656 members
Mstep: Class 2 contains 12089 members
Entering Unmasked Estep
Score: -1901750.875000 Penalty: 3072.190674
Iteration 18Q: 3 clusters Score -1901751 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 603 members
Mstep: Class 2 contains 12142 members
Entering Unmasked Estep
Score: -1901791.500000 Penalty: 3072.190674
Iteration 19Q: 3 clusters Score -1901792 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 565 members
Mstep: Class 2 contains 12180 members
Entering Unmasked Estep
Score: -1901818.375000 Penalty: 3072.190674
Iteration 20F: 3 clusters Score -1901818 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 529 members
Mstep: Class 2 contains 12216 members
Entering Unmasked Estep
Score: -1901836.500000 Penalty: 3072.190674
Iteration 21Q: 3 clusters Score -1901836 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 500 members
Mstep: Class 2 contains 12245 members
Entering Unmasked Estep
Score: -1901855.000000 Penalty: 3072.190674
Iteration 22Q: 3 clusters Score -1901855 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 477 members
Mstep: Class 2 contains 12268 members
Entering Unmasked Estep
Score: -1901881.500000 Penalty: 3072.190674
Iteration 23Q: 3 clusters Score -1901882 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 457 members
Mstep: Class 2 contains 12288 members
Entering Unmasked Estep
Score: -1901900.250000 Penalty: 3072.190674
Iteration 24Q: 3 clusters Score -1901900 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 438 members
Mstep: Class 2 contains 12307 members
Entering Unmasked Estep
Score: -1901912.625000 Penalty: 3072.190674
Iteration 25Q: 3 clusters Score -1901913 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 428 members
Mstep: Class 2 contains 12317 members
Entering Unmasked Estep
Score: -1901923.375000 Penalty: 3072.190674
Iteration 26Q: 3 clusters Score -1901923 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 420 members
Mstep: Class 2 contains 12325 members
Entering Unmasked Estep
Score: -1901932.750000 Penalty: 3072.190674
Iteration 27Q: 3 clusters Score -1901933 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 414 members
Mstep: Class 2 contains 12331 members
Entering Unmasked Estep
Score: -1901946.375000 Penalty: 3072.190674
Iteration 28Q: 3 clusters Score -1901946 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 407 members
Mstep: Class 2 contains 12338 members
Entering Unmasked Estep
Score: -1901951.500000 Penalty: 3072.190674
Iteration 29Q: 3 clusters Score -1901952 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 400 members
Mstep: Class 2 contains 12345 members
Entering Unmasked Estep
Score: -1901955.375000 Penalty: 3072.190674
Iteration 30Q: 3 clusters Score -1901955 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 395 members
Mstep: Class 2 contains 12350 members
Entering Unmasked Estep
Score: -1901959.625000 Penalty: 3072.190674
Iteration 31Q: 3 clusters Score -1901960 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 390 members
Mstep: Class 2 contains 12355 members
Entering Unmasked Estep
Score: -1901962.375000 Penalty: 3072.190674
Iteration 32Q: 3 clusters Score -1901962 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 387 members
Mstep: Class 2 contains 12358 members
Entering Unmasked Estep
Score: -1901965.000000 Penalty: 3072.190674
Iteration 33Q: 3 clusters Score -1901965 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 385 members
Mstep: Class 2 contains 12360 members
Entering Unmasked Estep
Score: -1901965.750000 Penalty: 3072.190674
Iteration 34Q: 3 clusters Score -1901966 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 384 members
Mstep: Class 2 contains 12361 members
Entering Unmasked Estep
Score: -1901966.625000 Penalty: 3072.190674
Iteration 35Q: 3 clusters Score -1901967 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 383 members
Mstep: Class 2 contains 12362 members
Entering Unmasked Estep
Score: -1901967.750000 Penalty: 3072.190674
Iteration 36Q: 3 clusters Score -1901968 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 381 members
Mstep: Class 2 contains 12364 members
Entering Unmasked Estep
Score: -1901972.000000 Penalty: 3072.190674
Iteration 37Q: 3 clusters Score -1901972 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 380 members
Mstep: Class 2 contains 12365 members
Entering Unmasked Estep
Score: -1901972.000000 Penalty: 3072.190674
Iteration 38Q: 3 clusters Score -1901972 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 378 members
Mstep: Class 2 contains 12367 members
Entering Unmasked Estep
Score: -1901973.875000 Penalty: 3072.190674
Iteration 39Q: 3 clusters Score -1901974 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 376 members
Mstep: Class 2 contains 12369 members
Entering Unmasked Estep
Score: -1901972.875000 Penalty: 3072.190674
Iteration 40F: 3 clusters Score -1901973 nChanged 0
Entering ConstructFrom:
Trying to split cluster 2 (61398 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 61398 members
Entering Unmasked Estep
Score: -8831214.000000 Penalty: 1791.583984
Iteration 0F: 2 clusters Score -8831214 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30881 members
Mstep: Class 2 contains 30517 members
Entering Unmasked Estep
Score: -8791207.000000 Penalty: 3583.167969
Iteration 0F: 3 clusters Score -8791207 nChanged 28956
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33681 members
Mstep: Class 2 contains 27717 members
Entering Unmasked Estep
Score: -8807828.000000 Penalty: 3583.167969
Iteration 1F: 3 clusters Score -8807828 nChanged 2577
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35578 members
Mstep: Class 2 contains 25820 members
Entering Unmasked Estep
Score: -8808750.000000 Penalty: 3583.167969
Iteration 2Q: 3 clusters Score -8808750 nChanged 3244
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38364 members
Mstep: Class 2 contains 23034 members
Entering Unmasked Estep
Score: -8810365.000000 Penalty: 3583.167969
Iteration 3F: 3 clusters Score -8810365 nChanged 4276
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42340 members
Mstep: Class 2 contains 19058 members
Entering Unmasked Estep
Score: -8813242.000000 Penalty: 3583.167969
Iteration 4F: 3 clusters Score -8813242 nChanged 5322
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47336 members
Mstep: Class 2 contains 14062 members
Entering Unmasked Estep
Score: -8817861.000000 Penalty: 3583.167969
Iteration 5F: 3 clusters Score -8817861 nChanged 5391
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 52329 members
Mstep: Class 2 contains 9069 members
Entering Unmasked Estep
Score: -8822942.000000 Penalty: 3583.167969
Iteration 6F: 3 clusters Score -8822942 nChanged 3916
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 55913 members
Mstep: Class 2 contains 5485 members
Entering Unmasked Estep
Score: -8826542.000000 Penalty: 3583.167969
Iteration 7F: 3 clusters Score -8826542 nChanged 2232
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 58007 members
Mstep: Class 2 contains 3391 members
Entering Unmasked Estep
Score: -8828275.000000 Penalty: 3583.167969
Iteration 8Q: 3 clusters Score -8828275 nChanged 1173
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59108 members
Mstep: Class 2 contains 2290 members
Entering Unmasked Estep
Score: -8829191.000000 Penalty: 3583.167969
Iteration 9Q: 3 clusters Score -8829191 nChanged 632
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59656 members
Mstep: Class 2 contains 1742 members
Entering Unmasked Estep
Score: -8829602.000000 Penalty: 3583.167969
Iteration 10Q: 3 clusters Score -8829602 nChanged 387
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 59941 members
Mstep: Class 2 contains 1457 members
Entering Unmasked Estep
Score: -8829829.000000 Penalty: 3583.167969
Iteration 11Q: 3 clusters Score -8829829 nChanged 254
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60109 members
Mstep: Class 2 contains 1289 members
Entering Unmasked Estep
Score: -8829988.000000 Penalty: 3583.167969
Iteration 12Q: 3 clusters Score -8829988 nChanged 182
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60221 members
Mstep: Class 2 contains 1177 members
Entering Unmasked Estep
Score: -8830103.000000 Penalty: 3583.167969
Iteration 13Q: 3 clusters Score -8830103 nChanged 135
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60316 members
Mstep: Class 2 contains 1082 members
Entering Unmasked Estep
Score: -8830164.000000 Penalty: 3583.167969
Iteration 14Q: 3 clusters Score -8830164 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60382 members
Mstep: Class 2 contains 1016 members
Entering Unmasked Estep
Score: -8830176.000000 Penalty: 3583.167969
Iteration 15Q: 3 clusters Score -8830176 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60432 members
Mstep: Class 2 contains 966 members
Entering Unmasked Estep
Score: -8830200.000000 Penalty: 3583.167969
Iteration 16Q: 3 clusters Score -8830200 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60460 members
Mstep: Class 2 contains 938 members
Entering Unmasked Estep
Score: -8830211.000000 Penalty: 3583.167969
Iteration 17Q: 3 clusters Score -8830211 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60488 members
Mstep: Class 2 contains 910 members
Entering Unmasked Estep
Score: -8830225.000000 Penalty: 3583.167969
Iteration 18Q: 3 clusters Score -8830225 nChanged 42
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60512 members
Mstep: Class 2 contains 886 members
Entering Unmasked Estep
Score: -8830244.000000 Penalty: 3583.167969
Iteration 19Q: 3 clusters Score -8830244 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60533 members
Mstep: Class 2 contains 865 members
Entering Unmasked Estep
Score: -8830253.000000 Penalty: 3583.167969
Iteration 20F: 3 clusters Score -8830253 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60553 members
Mstep: Class 2 contains 845 members
Entering Unmasked Estep
Score: -8830261.000000 Penalty: 3583.167969
Iteration 21Q: 3 clusters Score -8830261 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60568 members
Mstep: Class 2 contains 830 members
Entering Unmasked Estep
Score: -8830259.000000 Penalty: 3583.167969
Iteration 22Q: 3 clusters Score -8830259 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60576 members
Mstep: Class 2 contains 822 members
Entering Unmasked Estep
Score: -8830277.000000 Penalty: 3583.167969
Iteration 23Q: 3 clusters Score -8830277 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60583 members
Mstep: Class 2 contains 815 members
Entering Unmasked Estep
Score: -8830283.000000 Penalty: 3583.167969
Iteration 24Q: 3 clusters Score -8830283 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60588 members
Mstep: Class 2 contains 810 members
Entering Unmasked Estep
Score: -8830278.000000 Penalty: 3583.167969
Iteration 25Q: 3 clusters Score -8830278 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60595 members
Mstep: Class 2 contains 803 members
Entering Unmasked Estep
Score: -8830286.000000 Penalty: 3583.167969
Iteration 26Q: 3 clusters Score -8830286 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60601 members
Mstep: Class 2 contains 797 members
Entering Unmasked Estep
Score: -8830285.000000 Penalty: 3583.167969
Iteration 27Q: 3 clusters Score -8830285 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60599 members
Mstep: Class 2 contains 799 members
Entering Unmasked Estep
Score: -8830294.000000 Penalty: 3583.167969
Iteration 28Q: 3 clusters Score -8830294 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60605 members
Mstep: Class 2 contains 793 members
Entering Unmasked Estep
Score: -8830283.000000 Penalty: 3583.167969
Iteration 29Q: 3 clusters Score -8830283 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60608 members
Mstep: Class 2 contains 790 members
Entering Unmasked Estep
Score: -8830291.000000 Penalty: 3583.167969
Iteration 30Q: 3 clusters Score -8830291 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60615 members
Mstep: Class 2 contains 783 members
Entering Unmasked Estep
Score: -8830293.000000 Penalty: 3583.167969
Iteration 31Q: 3 clusters Score -8830293 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60618 members
Mstep: Class 2 contains 780 members
Entering Unmasked Estep
Score: -8830288.000000 Penalty: 3583.167969
Iteration 32Q: 3 clusters Score -8830288 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60618 members
Mstep: Class 2 contains 780 members
Entering Unmasked Estep
Score: -8830292.000000 Penalty: 3583.167969
Iteration 33Q: 3 clusters Score -8830292 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60618 members
Mstep: Class 2 contains 780 members
Entering Unmasked Estep
Score: -8830292.000000 Penalty: 3583.167969
Iteration 34F: 3 clusters Score -8830292 nChanged 0
Entering ConstructFrom:
Trying to split cluster 3 (1003 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1003 members
Entering Unmasked Estep
Score: -71103.500000 Penalty: 1122.997070
Iteration 0F: 2 clusters Score -71103.5 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 489 members
Mstep: Class 2 contains 514 members
Entering Unmasked Estep
Score: -70001.656250 Penalty: 2245.994141
Iteration 0F: 3 clusters Score -70001.66 nChanged 386
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 319 members
Mstep: Class 2 contains 684 members
Entering Unmasked Estep
Score: -71370.312500 Penalty: 2245.994141
Iteration 1F: 3 clusters Score -71370.31 nChanged 141
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 258 members
Mstep: Class 2 contains 745 members
Entering Unmasked Estep
Score: -72203.007812 Penalty: 2245.994141
Iteration 2F: 3 clusters Score -72203.01 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 247 members
Mstep: Class 2 contains 756 members
Entering Unmasked Estep
Score: -72608.148438 Penalty: 2245.994141
Iteration 3F: 3 clusters Score -72608.15 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 243 members
Mstep: Class 2 contains 760 members
Entering Unmasked Estep
Score: -72698.976562 Penalty: 2245.994141
Iteration 4Q: 3 clusters Score -72698.98 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 246 members
Mstep: Class 2 contains 757 members
Entering Unmasked Estep
Score: -72732.093750 Penalty: 2245.994141
Iteration 5Q: 3 clusters Score -72732.09 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 245 members
Mstep: Class 2 contains 758 members
Entering Unmasked Estep
Score: -72750.273438 Penalty: 2245.994141
Iteration 6Q: 3 clusters Score -72750.27 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 249 members
Mstep: Class 2 contains 754 members
Entering Unmasked Estep
Score: -72759.562500 Penalty: 2245.994141
Iteration 7Q: 3 clusters Score -72759.56 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 251 members
Mstep: Class 2 contains 752 members
Entering Unmasked Estep
Score: -72762.968750 Penalty: 2245.994141
Iteration 8Q: 3 clusters Score -72762.97 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 252 members
Mstep: Class 2 contains 751 members
Entering Unmasked Estep
Score: -72765.179688 Penalty: 2245.994141
Iteration 9Q: 3 clusters Score -72765.18 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 252 members
Mstep: Class 2 contains 751 members
Entering Unmasked Estep
Score: -72765.179688 Penalty: 2245.994141
Iteration 10F: 3 clusters Score -72765.18 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 12745 members
Mstep: Class 2 contains 61398 members
Mstep: Class 3 contains 252 members
Mstep: Class 4 contains 29264 members
Mstep: Class 5 contains 40881 members
Mstep: Class 6 contains 47943 members
Mstep: Class 7 contains 5202 members
Mstep: Class 8 contains 60383 members
Mstep: Class 9 contains 47661 members
Mstep: Class 10 contains 24974 members
Mstep: Class 11 contains 64184 members
Mstep: Class 12 contains 61509 members
Mstep: Class 13 contains 68407 members
Mstep: Class 14 contains 60954 members
Mstep: Class 15 contains 56784 members
Mstep: Class 16 contains 58881 members
Mstep: Class 17 contains 55858 members
Mstep: Class 18 contains 56481 members
Mstep: Class 19 contains 55064 members
Mstep: Class 20 contains 61307 members
Mstep: Class 21 contains 66111 members
Mstep: Class 22 contains 1746 members
Mstep: Class 23 contains 10047 members
Mstep: Class 24 contains 59422 members
Mstep: Class 25 contains 56852 members
Mstep: Class 26 contains 2844 members
Mstep: Class 27 contains 66163 members
Mstep: Class 28 contains 59547 members
Mstep: Class 29 contains 56859 members
Mstep: Class 30 contains 60836 members
Mstep: Class 31 contains 64717 members
Mstep: Class 32 contains 50313 members
Mstep: Class 33 contains 58082 members
Mstep: Class 34 contains 43597 members
Mstep: Class 35 contains 53630 members
Mstep: Class 36 contains 51507 members
Mstep: Class 37 contains 67585 members
Mstep: Class 38 contains 52950 members
Mstep: Class 39 contains 751 members
Entering Unmasked Estep
Score: -260034560.000000 Penalty: 91329.070312
Splitting cluster 3 changes total score from -260033056.000000 to -260034560.000000
So it's getting split into cluster 39.
Entering ConstructFrom:
Trying to split cluster 4 (29264 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29264 members
Entering Unmasked Estep
Score: -4005155.500000 Penalty: 1671.168335
Iteration 0F: 2 clusters Score -4005156 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14613 members
Mstep: Class 2 contains 14651 members
Entering Unmasked Estep
Score: -3985643.500000 Penalty: 3342.336670
Iteration 0F: 3 clusters Score -3985644 nChanged 13429
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14192 members
Mstep: Class 2 contains 15072 members
Entering Unmasked Estep
Score: -3993106.500000 Penalty: 3342.336670
Iteration 1F: 3 clusters Score -3993106 nChanged 1415
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14059 members
Mstep: Class 2 contains 15205 members
Entering Unmasked Estep
Score: -3993601.750000 Penalty: 3342.336670
Iteration 2Q: 3 clusters Score -3993602 nChanged 1306
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13943 members
Mstep: Class 2 contains 15321 members
Entering Unmasked Estep
Score: -3994050.500000 Penalty: 3342.336670
Iteration 3Q: 3 clusters Score -3994050 nChanged 1267
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13870 members
Mstep: Class 2 contains 15394 members
Entering Unmasked Estep
Score: -3994500.000000 Penalty: 3342.336670
Iteration 4Q: 3 clusters Score -3994500 nChanged 1205
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13845 members
Mstep: Class 2 contains 15419 members
Entering Unmasked Estep
Score: -3994982.000000 Penalty: 3342.336670
Iteration 5Q: 3 clusters Score -3994982 nChanged 1256
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13791 members
Mstep: Class 2 contains 15473 members
Entering Unmasked Estep
Score: -3995480.250000 Penalty: 3342.336670
Iteration 6Q: 3 clusters Score -3995480 nChanged 1262
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13679 members
Mstep: Class 2 contains 15585 members
Entering Unmasked Estep
Score: -3996022.500000 Penalty: 3342.336670
Iteration 7Q: 3 clusters Score -3996022 nChanged 1344
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13517 members
Mstep: Class 2 contains 15747 members
Entering Unmasked Estep
Score: -3996612.500000 Penalty: 3342.336670
Iteration 8Q: 3 clusters Score -3996612 nChanged 1300
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13247 members
Mstep: Class 2 contains 16017 members
Entering Unmasked Estep
Score: -3997246.250000 Penalty: 3342.336670
Iteration 9Q: 3 clusters Score -3997246 nChanged 1264
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12879 members
Mstep: Class 2 contains 16385 members
Entering Unmasked Estep
Score: -3997874.750000 Penalty: 3342.336670
Iteration 10Q: 3 clusters Score -3997875 nChanged 1251
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12470 members
Mstep: Class 2 contains 16794 members
Entering Unmasked Estep
Score: -3998628.500000 Penalty: 3342.336670
Iteration 11Q: 3 clusters Score -3998628 nChanged 1317
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12099 members
Mstep: Class 2 contains 17165 members
Entering Unmasked Estep
Score: -3999544.250000 Penalty: 3342.336670
Iteration 12Q: 3 clusters Score -3999544 nChanged 1315
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11808 members
Mstep: Class 2 contains 17456 members
Entering Unmasked Estep
Score: -4000587.250000 Penalty: 3342.336670
Iteration 13Q: 3 clusters Score -4000587 nChanged 1314
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11532 members
Mstep: Class 2 contains 17732 members
Entering Unmasked Estep
Score: -4001676.250000 Penalty: 3342.336670
Iteration 14Q: 3 clusters Score -4001676 nChanged 1159
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11137 members
Mstep: Class 2 contains 18127 members
Entering Unmasked Estep
Score: -4002319.000000 Penalty: 3342.336670
Iteration 15Q: 3 clusters Score -4002319 nChanged 882
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10659 members
Mstep: Class 2 contains 18605 members
Entering Unmasked Estep
Score: -4002626.750000 Penalty: 3342.336670
Iteration 16Q: 3 clusters Score -4002627 nChanged 646
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10171 members
Mstep: Class 2 contains 19093 members
Entering Unmasked Estep
Score: -4002882.500000 Penalty: 3342.336670
Iteration 17Q: 3 clusters Score -4002882 nChanged 537
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9706 members
Mstep: Class 2 contains 19558 members
Entering Unmasked Estep
Score: -4003093.750000 Penalty: 3342.336670
Iteration 18Q: 3 clusters Score -4003094 nChanged 537
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9209 members
Mstep: Class 2 contains 20055 members
Entering Unmasked Estep
Score: -4003317.000000 Penalty: 3342.336670
Iteration 19Q: 3 clusters Score -4003317 nChanged 526
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8703 members
Mstep: Class 2 contains 20561 members
Entering Unmasked Estep
Score: -4003544.000000 Penalty: 3342.336670
Iteration 20F: 3 clusters Score -4003544 nChanged 567
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8138 members
Mstep: Class 2 contains 21126 members
Entering Unmasked Estep
Score: -4003811.000000 Penalty: 3342.336670
Iteration 21Q: 3 clusters Score -4003811 nChanged 578
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7568 members
Mstep: Class 2 contains 21696 members
Entering Unmasked Estep
Score: -4004157.500000 Penalty: 3342.336670
Iteration 22Q: 3 clusters Score -4004158 nChanged 609
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6963 members
Mstep: Class 2 contains 22301 members
Entering Unmasked Estep
Score: -4004561.000000 Penalty: 3342.336670
Iteration 23Q: 3 clusters Score -4004561 nChanged 579
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6396 members
Mstep: Class 2 contains 22868 members
Entering Unmasked Estep
Score: -4005005.000000 Penalty: 3342.336670
Iteration 24Q: 3 clusters Score -4005005 nChanged 551
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5857 members
Mstep: Class 2 contains 23407 members
Entering Unmasked Estep
Score: -4005483.250000 Penalty: 3342.336670
Iteration 25Q: 3 clusters Score -4005483 nChanged 484
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5385 members
Mstep: Class 2 contains 23879 members
Entering Unmasked Estep
Score: -4005995.000000 Penalty: 3342.336670
Iteration 26Q: 3 clusters Score -4005995 nChanged 365
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5030 members
Mstep: Class 2 contains 24234 members
Entering Unmasked Estep
Score: -4006370.500000 Penalty: 3342.336670
Iteration 27Q: 3 clusters Score -4006370 nChanged 309
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4725 members
Mstep: Class 2 contains 24539 members
Entering Unmasked Estep
Score: -4006647.500000 Penalty: 3342.336670
Iteration 28Q: 3 clusters Score -4006648 nChanged 275
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4456 members
Mstep: Class 2 contains 24808 members
Entering Unmasked Estep
Score: -4006974.750000 Penalty: 3342.336670
Iteration 29Q: 3 clusters Score -4006975 nChanged 268
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4198 members
Mstep: Class 2 contains 25066 members
Entering Unmasked Estep
Score: -4007417.250000 Penalty: 3342.336670
Iteration 30Q: 3 clusters Score -4007417 nChanged 231
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3975 members
Mstep: Class 2 contains 25289 members
Entering Unmasked Estep
Score: -4007860.500000 Penalty: 3342.336670
Iteration 31Q: 3 clusters Score -4007860 nChanged 102
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3887 members
Mstep: Class 2 contains 25377 members
Entering Unmasked Estep
Score: -4007908.500000 Penalty: 3342.336670
Iteration 32Q: 3 clusters Score -4007908 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3836 members
Mstep: Class 2 contains 25428 members
Entering Unmasked Estep
Score: -4007916.000000 Penalty: 3342.336670
Iteration 33Q: 3 clusters Score -4007916 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3804 members
Mstep: Class 2 contains 25460 members
Entering Unmasked Estep
Score: -4007929.500000 Penalty: 3342.336670
Iteration 34Q: 3 clusters Score -4007930 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3780 members
Mstep: Class 2 contains 25484 members
Entering Unmasked Estep
Score: -4007933.750000 Penalty: 3342.336670
Iteration 35Q: 3 clusters Score -4007934 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3759 members
Mstep: Class 2 contains 25505 members
Entering Unmasked Estep
Score: -4007930.250000 Penalty: 3342.336670
Iteration 36Q: 3 clusters Score -4007930 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3738 members
Mstep: Class 2 contains 25526 members
Entering Unmasked Estep
Score: -4007939.500000 Penalty: 3342.336670
Iteration 37Q: 3 clusters Score -4007940 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3726 members
Mstep: Class 2 contains 25538 members
Entering Unmasked Estep
Score: -4007933.500000 Penalty: 3342.336670
Iteration 38Q: 3 clusters Score -4007934 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3716 members
Mstep: Class 2 contains 25548 members
Entering Unmasked Estep
Score: -4007929.750000 Penalty: 3342.336670
Iteration 39Q: 3 clusters Score -4007930 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3705 members
Mstep: Class 2 contains 25559 members
Entering Unmasked Estep
Score: -4007940.500000 Penalty: 3342.336670
Iteration 40F: 3 clusters Score -4007940 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3693 members
Mstep: Class 2 contains 25571 members
Entering Unmasked Estep
Score: -4007938.000000 Penalty: 3342.336670
Iteration 41Q: 3 clusters Score -4007938 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3685 members
Mstep: Class 2 contains 25579 members
Entering Unmasked Estep
Score: -4007937.000000 Penalty: 3342.336670
Iteration 42Q: 3 clusters Score -4007937 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3681 members
Mstep: Class 2 contains 25583 members
Entering Unmasked Estep
Score: -4007938.000000 Penalty: 3342.336670
Iteration 43Q: 3 clusters Score -4007938 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3679 members
Mstep: Class 2 contains 25585 members
Entering Unmasked Estep
Score: -4007935.750000 Penalty: 3342.336670
Iteration 44Q: 3 clusters Score -4007936 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3678 members
Mstep: Class 2 contains 25586 members
Entering Unmasked Estep
Score: -4007934.000000 Penalty: 3342.336670
Iteration 45Q: 3 clusters Score -4007934 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3676 members
Mstep: Class 2 contains 25588 members
Entering Unmasked Estep
Score: -4007935.250000 Penalty: 3342.336670
Iteration 46Q: 3 clusters Score -4007935 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3674 members
Mstep: Class 2 contains 25590 members
Entering Unmasked Estep
Score: -4007938.500000 Penalty: 3342.336670
Iteration 47Q: 3 clusters Score -4007938 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3667 members
Mstep: Class 2 contains 25597 members
Entering Unmasked Estep
Score: -4007942.500000 Penalty: 3342.336670
Iteration 48Q: 3 clusters Score -4007942 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3664 members
Mstep: Class 2 contains 25600 members
Entering Unmasked Estep
Score: -4007942.500000 Penalty: 3342.336670
Iteration 49Q: 3 clusters Score -4007942 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3661 members
Mstep: Class 2 contains 25603 members
Entering Unmasked Estep
Score: -4007950.500000 Penalty: 3342.336670
Iteration 50Q: 3 clusters Score -4007950 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3654 members
Mstep: Class 2 contains 25610 members
Entering Unmasked Estep
Score: -4007951.500000 Penalty: 3342.336670
Iteration 51Q: 3 clusters Score -4007952 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3645 members
Mstep: Class 2 contains 25619 members
Entering Unmasked Estep
Score: -4007950.250000 Penalty: 3342.336670
Iteration 52Q: 3 clusters Score -4007950 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3640 members
Mstep: Class 2 contains 25624 members
Entering Unmasked Estep
Score: -4007943.500000 Penalty: 3342.336670
Iteration 53Q: 3 clusters Score -4007944 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3631 members
Mstep: Class 2 contains 25633 members
Entering Unmasked Estep
Score: -4007944.750000 Penalty: 3342.336670
Iteration 54Q: 3 clusters Score -4007945 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3617 members
Mstep: Class 2 contains 25647 members
Entering Unmasked Estep
Score: -4007948.250000 Penalty: 3342.336670
Iteration 55Q: 3 clusters Score -4007948 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3605 members
Mstep: Class 2 contains 25659 members
Entering Unmasked Estep
Score: -4007947.250000 Penalty: 3342.336670
Iteration 56Q: 3 clusters Score -4007947 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3598 members
Mstep: Class 2 contains 25666 members
Entering Unmasked Estep
Score: -4007957.750000 Penalty: 3342.336670
Iteration 57Q: 3 clusters Score -4007958 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3593 members
Mstep: Class 2 contains 25671 members
Entering Unmasked Estep
Score: -4007951.750000 Penalty: 3342.336670
Iteration 58Q: 3 clusters Score -4007952 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3590 members
Mstep: Class 2 contains 25674 members
Entering Unmasked Estep
Score: -4007952.500000 Penalty: 3342.336670
Iteration 59Q: 3 clusters Score -4007952 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3589 members
Mstep: Class 2 contains 25675 members
Entering Unmasked Estep
Score: -4007956.500000 Penalty: 3342.336670
Iteration 60F: 3 clusters Score -4007956 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3587 members
Mstep: Class 2 contains 25677 members
Entering Unmasked Estep
Score: -4007955.500000 Penalty: 3342.336670
Iteration 61Q: 3 clusters Score -4007956 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3585 members
Mstep: Class 2 contains 25679 members
Entering Unmasked Estep
Score: -4007956.250000 Penalty: 3342.336670
Iteration 62Q: 3 clusters Score -4007956 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3584 members
Mstep: Class 2 contains 25680 members
Entering Unmasked Estep
Score: -4007955.000000 Penalty: 3342.336670
Iteration 63Q: 3 clusters Score -4007955 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3582 members
Mstep: Class 2 contains 25682 members
Entering Unmasked Estep
Score: -4007948.750000 Penalty: 3342.336670
Iteration 64Q: 3 clusters Score -4007949 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3580 members
Mstep: Class 2 contains 25684 members
Entering Unmasked Estep
Score: -4007951.500000 Penalty: 3342.336670
Iteration 65Q: 3 clusters Score -4007952 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3580 members
Mstep: Class 2 contains 25684 members
Entering Unmasked Estep
Score: -4007951.500000 Penalty: 3342.336670
Iteration 66F: 3 clusters Score -4007952 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 12745 members
Mstep: Class 2 contains 61398 members
Mstep: Class 3 contains 252 members
Mstep: Class 4 contains 3580 members
Mstep: Class 5 contains 40881 members
Mstep: Class 6 contains 47943 members
Mstep: Class 7 contains 5202 members
Mstep: Class 8 contains 60383 members
Mstep: Class 9 contains 47661 members
Mstep: Class 10 contains 24974 members
Mstep: Class 11 contains 64184 members
Mstep: Class 12 contains 61509 members
Mstep: Class 13 contains 68407 members
Mstep: Class 14 contains 60954 members
Mstep: Class 15 contains 56784 members
Mstep: Class 16 contains 58881 members
Mstep: Class 17 contains 55858 members
Mstep: Class 18 contains 56481 members
Mstep: Class 19 contains 55064 members
Mstep: Class 20 contains 61307 members
Mstep: Class 21 contains 66111 members
Mstep: Class 22 contains 1746 members
Mstep: Class 23 contains 10047 members
Mstep: Class 24 contains 59422 members
Mstep: Class 25 contains 56852 members
Mstep: Class 26 contains 2844 members
Mstep: Class 27 contains 66163 members
Mstep: Class 28 contains 59547 members
Mstep: Class 29 contains 56859 members
Mstep: Class 30 contains 60836 members
Mstep: Class 31 contains 64717 members
Mstep: Class 32 contains 50313 members
Mstep: Class 33 contains 58082 members
Mstep: Class 34 contains 43597 members
Mstep: Class 35 contains 53630 members
Mstep: Class 36 contains 51507 members
Mstep: Class 37 contains 67585 members
Mstep: Class 38 contains 52950 members
Mstep: Class 39 contains 751 members
Mstep: Class 40 contains 25684 members
Entering Unmasked Estep
Score: -260040384.000000 Penalty: 93670.843750
Splitting cluster 4 changes total score from -260033056.000000 to -260040384.000000
So it's getting split into cluster 40.
Entering ConstructFrom:
Trying to split cluster 5 (40881 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40881 members
Entering Unmasked Estep
Score: -6038550.500000 Penalty: 1725.493408
Iteration 0F: 2 clusters Score -6038550 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20515 members
Mstep: Class 2 contains 20366 members
Entering Unmasked Estep
Score: -6012853.000000 Penalty: 3450.986816
Iteration 0F: 3 clusters Score -6012853 nChanged 19143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20632 members
Mstep: Class 2 contains 20249 members
Entering Unmasked Estep
Score: -6023749.500000 Penalty: 3450.986816
Iteration 1F: 3 clusters Score -6023750 nChanged 1839
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20521 members
Mstep: Class 2 contains 20360 members
Entering Unmasked Estep
Score: -6024296.000000 Penalty: 3450.986816
Iteration 2Q: 3 clusters Score -6024296 nChanged 1715
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20406 members
Mstep: Class 2 contains 20475 members
Entering Unmasked Estep
Score: -6024846.500000 Penalty: 3450.986816
Iteration 3Q: 3 clusters Score -6024846 nChanged 1722
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20200 members
Mstep: Class 2 contains 20681 members
Entering Unmasked Estep
Score: -6025475.000000 Penalty: 3450.986816
Iteration 4Q: 3 clusters Score -6025475 nChanged 1723
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19907 members
Mstep: Class 2 contains 20974 members
Entering Unmasked Estep
Score: -6026025.000000 Penalty: 3450.986816
Iteration 5Q: 3 clusters Score -6026025 nChanged 1736
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19531 members
Mstep: Class 2 contains 21350 members
Entering Unmasked Estep
Score: -6026673.000000 Penalty: 3450.986816
Iteration 6Q: 3 clusters Score -6026673 nChanged 1755
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19014 members
Mstep: Class 2 contains 21867 members
Entering Unmasked Estep
Score: -6027491.000000 Penalty: 3450.986816
Iteration 7Q: 3 clusters Score -6027491 nChanged 1812
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18450 members
Mstep: Class 2 contains 22431 members
Entering Unmasked Estep
Score: -6028441.000000 Penalty: 3450.986816
Iteration 8Q: 3 clusters Score -6028441 nChanged 1973
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17773 members
Mstep: Class 2 contains 23108 members
Entering Unmasked Estep
Score: -6029802.500000 Penalty: 3450.986816
Iteration 9Q: 3 clusters Score -6029802 nChanged 2097
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17086 members
Mstep: Class 2 contains 23795 members
Entering Unmasked Estep
Score: -6031230.500000 Penalty: 3450.986816
Iteration 10F: 3 clusters Score -6031230 nChanged 1882
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16516 members
Mstep: Class 2 contains 24365 members
Entering Unmasked Estep
Score: -6032223.000000 Penalty: 3450.986816
Iteration 11Q: 3 clusters Score -6032223 nChanged 1342
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16076 members
Mstep: Class 2 contains 24805 members
Entering Unmasked Estep
Score: -6032700.500000 Penalty: 3450.986816
Iteration 12Q: 3 clusters Score -6032700 nChanged 853
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15637 members
Mstep: Class 2 contains 25244 members
Entering Unmasked Estep
Score: -6032918.000000 Penalty: 3450.986816
Iteration 13Q: 3 clusters Score -6032918 nChanged 579
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15218 members
Mstep: Class 2 contains 25663 members
Entering Unmasked Estep
Score: -6033038.500000 Penalty: 3450.986816
Iteration 14Q: 3 clusters Score -6033038 nChanged 454
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14828 members
Mstep: Class 2 contains 26053 members
Entering Unmasked Estep
Score: -6033184.000000 Penalty: 3450.986816
Iteration 15Q: 3 clusters Score -6033184 nChanged 435
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14445 members
Mstep: Class 2 contains 26436 members
Entering Unmasked Estep
Score: -6033278.000000 Penalty: 3450.986816
Iteration 16Q: 3 clusters Score -6033278 nChanged 424
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14063 members
Mstep: Class 2 contains 26818 members
Entering Unmasked Estep
Score: -6033368.000000 Penalty: 3450.986816
Iteration 17Q: 3 clusters Score -6033368 nChanged 438
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13677 members
Mstep: Class 2 contains 27204 members
Entering Unmasked Estep
Score: -6033457.000000 Penalty: 3450.986816
Iteration 18Q: 3 clusters Score -6033457 nChanged 451
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13266 members
Mstep: Class 2 contains 27615 members
Entering Unmasked Estep
Score: -6033590.000000 Penalty: 3450.986816
Iteration 19Q: 3 clusters Score -6033590 nChanged 461
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12859 members
Mstep: Class 2 contains 28022 members
Entering Unmasked Estep
Score: -6033706.000000 Penalty: 3450.986816
Iteration 20F: 3 clusters Score -6033706 nChanged 487
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12420 members
Mstep: Class 2 contains 28461 members
Entering Unmasked Estep
Score: -6033837.500000 Penalty: 3450.986816
Iteration 21Q: 3 clusters Score -6033838 nChanged 484
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11986 members
Mstep: Class 2 contains 28895 members
Entering Unmasked Estep
Score: -6033947.000000 Penalty: 3450.986816
Iteration 22Q: 3 clusters Score -6033947 nChanged 531
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11503 members
Mstep: Class 2 contains 29378 members
Entering Unmasked Estep
Score: -6034092.000000 Penalty: 3450.986816
Iteration 23Q: 3 clusters Score -6034092 nChanged 534
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11037 members
Mstep: Class 2 contains 29844 members
Entering Unmasked Estep
Score: -6034216.000000 Penalty: 3450.986816
Iteration 24Q: 3 clusters Score -6034216 nChanged 553
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10558 members
Mstep: Class 2 contains 30323 members
Entering Unmasked Estep
Score: -6034343.000000 Penalty: 3450.986816
Iteration 25Q: 3 clusters Score -6034343 nChanged 546
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10070 members
Mstep: Class 2 contains 30811 members
Entering Unmasked Estep
Score: -6034487.500000 Penalty: 3450.986816
Iteration 26Q: 3 clusters Score -6034488 nChanged 584
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9562 members
Mstep: Class 2 contains 31319 members
Entering Unmasked Estep
Score: -6034650.000000 Penalty: 3450.986816
Iteration 27Q: 3 clusters Score -6034650 nChanged 560
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9096 members
Mstep: Class 2 contains 31785 members
Entering Unmasked Estep
Score: -6034807.500000 Penalty: 3450.986816
Iteration 28Q: 3 clusters Score -6034808 nChanged 550
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8626 members
Mstep: Class 2 contains 32255 members
Entering Unmasked Estep
Score: -6034994.500000 Penalty: 3450.986816
Iteration 29Q: 3 clusters Score -6034994 nChanged 525
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8171 members
Mstep: Class 2 contains 32710 members
Entering Unmasked Estep
Score: -6035172.500000 Penalty: 3450.986816
Iteration 30Q: 3 clusters Score -6035172 nChanged 476
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7777 members
Mstep: Class 2 contains 33104 members
Entering Unmasked Estep
Score: -6035361.500000 Penalty: 3450.986816
Iteration 31Q: 3 clusters Score -6035362 nChanged 461
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7388 members
Mstep: Class 2 contains 33493 members
Entering Unmasked Estep
Score: -6035481.000000 Penalty: 3450.986816
Iteration 32Q: 3 clusters Score -6035481 nChanged 421
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7045 members
Mstep: Class 2 contains 33836 members
Entering Unmasked Estep
Score: -6035596.000000 Penalty: 3450.986816
Iteration 33Q: 3 clusters Score -6035596 nChanged 400
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6739 members
Mstep: Class 2 contains 34142 members
Entering Unmasked Estep
Score: -6035727.500000 Penalty: 3450.986816
Iteration 34Q: 3 clusters Score -6035728 nChanged 358
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6463 members
Mstep: Class 2 contains 34418 members
Entering Unmasked Estep
Score: -6035847.000000 Penalty: 3450.986816
Iteration 35Q: 3 clusters Score -6035847 nChanged 316
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6215 members
Mstep: Class 2 contains 34666 members
Entering Unmasked Estep
Score: -6035926.500000 Penalty: 3450.986816
Iteration 36Q: 3 clusters Score -6035926 nChanged 298
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5997 members
Mstep: Class 2 contains 34884 members
Entering Unmasked Estep
Score: -6035994.500000 Penalty: 3450.986816
Iteration 37Q: 3 clusters Score -6035994 nChanged 293
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5806 members
Mstep: Class 2 contains 35075 members
Entering Unmasked Estep
Score: -6036083.000000 Penalty: 3450.986816
Iteration 38Q: 3 clusters Score -6036083 nChanged 277
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5615 members
Mstep: Class 2 contains 35266 members
Entering Unmasked Estep
Score: -6036156.500000 Penalty: 3450.986816
Iteration 39Q: 3 clusters Score -6036156 nChanged 231
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5464 members
Mstep: Class 2 contains 35417 members
Entering Unmasked Estep
Score: -6036168.000000 Penalty: 3450.986816
Iteration 40F: 3 clusters Score -6036168 nChanged 206
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5344 members
Mstep: Class 2 contains 35537 members
Entering Unmasked Estep
Score: -6036223.500000 Penalty: 3450.986816
Iteration 41Q: 3 clusters Score -6036224 nChanged 191
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5221 members
Mstep: Class 2 contains 35660 members
Entering Unmasked Estep
Score: -6036286.000000 Penalty: 3450.986816
Iteration 42Q: 3 clusters Score -6036286 nChanged 162
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5097 members
Mstep: Class 2 contains 35784 members
Entering Unmasked Estep
Score: -6036313.500000 Penalty: 3450.986816
Iteration 43Q: 3 clusters Score -6036314 nChanged 140
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4983 members
Mstep: Class 2 contains 35898 members
Entering Unmasked Estep
Score: -6036340.000000 Penalty: 3450.986816
Iteration 44Q: 3 clusters Score -6036340 nChanged 129
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4880 members
Mstep: Class 2 contains 36001 members
Entering Unmasked Estep
Score: -6036353.500000 Penalty: 3450.986816
Iteration 45Q: 3 clusters Score -6036354 nChanged 110
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4792 members
Mstep: Class 2 contains 36089 members
Entering Unmasked Estep
Score: -6036377.000000 Penalty: 3450.986816
Iteration 46Q: 3 clusters Score -6036377 nChanged 95
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4725 members
Mstep: Class 2 contains 36156 members
Entering Unmasked Estep
Score: -6036403.000000 Penalty: 3450.986816
Iteration 47Q: 3 clusters Score -6036403 nChanged 102
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4641 members
Mstep: Class 2 contains 36240 members
Entering Unmasked Estep
Score: -6036418.000000 Penalty: 3450.986816
Iteration 48Q: 3 clusters Score -6036418 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4568 members
Mstep: Class 2 contains 36313 members
Entering Unmasked Estep
Score: -6036446.500000 Penalty: 3450.986816
Iteration 49Q: 3 clusters Score -6036446 nChanged 81
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4495 members
Mstep: Class 2 contains 36386 members
Entering Unmasked Estep
Score: -6036446.000000 Penalty: 3450.986816
Iteration 50Q: 3 clusters Score -6036446 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4437 members
Mstep: Class 2 contains 36444 members
Entering Unmasked Estep
Score: -6036471.500000 Penalty: 3450.986816
Iteration 51Q: 3 clusters Score -6036472 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4379 members
Mstep: Class 2 contains 36502 members
Entering Unmasked Estep
Score: -6036470.000000 Penalty: 3450.986816
Iteration 52Q: 3 clusters Score -6036470 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4322 members
Mstep: Class 2 contains 36559 members
Entering Unmasked Estep
Score: -6036493.500000 Penalty: 3450.986816
Iteration 53Q: 3 clusters Score -6036494 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4258 members
Mstep: Class 2 contains 36623 members
Entering Unmasked Estep
Score: -6036516.500000 Penalty: 3450.986816
Iteration 54Q: 3 clusters Score -6036516 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4208 members
Mstep: Class 2 contains 36673 members
Entering Unmasked Estep
Score: -6036520.500000 Penalty: 3450.986816
Iteration 55Q: 3 clusters Score -6036520 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4148 members
Mstep: Class 2 contains 36733 members
Entering Unmasked Estep
Score: -6036527.500000 Penalty: 3450.986816
Iteration 56Q: 3 clusters Score -6036528 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4087 members
Mstep: Class 2 contains 36794 members
Entering Unmasked Estep
Score: -6036538.000000 Penalty: 3450.986816
Iteration 57Q: 3 clusters Score -6036538 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4029 members
Mstep: Class 2 contains 36852 members
Entering Unmasked Estep
Score: -6036558.500000 Penalty: 3450.986816
Iteration 58Q: 3 clusters Score -6036558 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3973 members
Mstep: Class 2 contains 36908 members
Entering Unmasked Estep
Score: -6036582.500000 Penalty: 3450.986816
Iteration 59Q: 3 clusters Score -6036582 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3907 members
Mstep: Class 2 contains 36974 members
Entering Unmasked Estep
Score: -6036593.000000 Penalty: 3450.986816
Iteration 60F: 3 clusters Score -6036593 nChanged 86
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3821 members
Mstep: Class 2 contains 37060 members
Entering Unmasked Estep
Score: -6036587.500000 Penalty: 3450.986816
Iteration 61Q: 3 clusters Score -6036588 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3759 members
Mstep: Class 2 contains 37122 members
Entering Unmasked Estep
Score: -6036599.500000 Penalty: 3450.986816
Iteration 62Q: 3 clusters Score -6036600 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3696 members
Mstep: Class 2 contains 37185 members
Entering Unmasked Estep
Score: -6036631.000000 Penalty: 3450.986816
Iteration 63Q: 3 clusters Score -6036631 nChanged 80
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3622 members
Mstep: Class 2 contains 37259 members
Entering Unmasked Estep
Score: -6036655.500000 Penalty: 3450.986816
Iteration 64Q: 3 clusters Score -6036656 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3550 members
Mstep: Class 2 contains 37331 members
Entering Unmasked Estep
Score: -6036696.000000 Penalty: 3450.986816
Iteration 65Q: 3 clusters Score -6036696 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3462 members
Mstep: Class 2 contains 37419 members
Entering Unmasked Estep
Score: -6036716.000000 Penalty: 3450.986816
Iteration 66Q: 3 clusters Score -6036716 nChanged 88
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3382 members
Mstep: Class 2 contains 37499 members
Entering Unmasked Estep
Score: -6036766.500000 Penalty: 3450.986816
Iteration 67Q: 3 clusters Score -6036766 nChanged 100
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3288 members
Mstep: Class 2 contains 37593 members
Entering Unmasked Estep
Score: -6036810.000000 Penalty: 3450.986816
Iteration 68Q: 3 clusters Score -6036810 nChanged 93
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3195 members
Mstep: Class 2 contains 37686 members
Entering Unmasked Estep
Score: -6036849.500000 Penalty: 3450.986816
Iteration 69Q: 3 clusters Score -6036850 nChanged 90
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3111 members
Mstep: Class 2 contains 37770 members
Entering Unmasked Estep
Score: -6036893.000000 Penalty: 3450.986816
Iteration 70Q: 3 clusters Score -6036893 nChanged 93
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3022 members
Mstep: Class 2 contains 37859 members
Entering Unmasked Estep
Score: -6036929.000000 Penalty: 3450.986816
Iteration 71Q: 3 clusters Score -6036929 nChanged 93
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2933 members
Mstep: Class 2 contains 37948 members
Entering Unmasked Estep
Score: -6036963.000000 Penalty: 3450.986816
Iteration 72Q: 3 clusters Score -6036963 nChanged 98
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2841 members
Mstep: Class 2 contains 38040 members
Entering Unmasked Estep
Score: -6037003.000000 Penalty: 3450.986816
Iteration 73Q: 3 clusters Score -6037003 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2755 members
Mstep: Class 2 contains 38126 members
Entering Unmasked Estep
Score: -6037035.500000 Penalty: 3450.986816
Iteration 74Q: 3 clusters Score -6037036 nChanged 86
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2669 members
Mstep: Class 2 contains 38212 members
Entering Unmasked Estep
Score: -6037078.000000 Penalty: 3450.986816
Iteration 75Q: 3 clusters Score -6037078 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2595 members
Mstep: Class 2 contains 38286 members
Entering Unmasked Estep
Score: -6037134.500000 Penalty: 3450.986816
Iteration 76Q: 3 clusters Score -6037134 nChanged 74
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2525 members
Mstep: Class 2 contains 38356 members
Entering Unmasked Estep
Score: -6037167.500000 Penalty: 3450.986816
Iteration 77Q: 3 clusters Score -6037168 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2465 members
Mstep: Class 2 contains 38416 members
Entering Unmasked Estep
Score: -6037184.500000 Penalty: 3450.986816
Iteration 78Q: 3 clusters Score -6037184 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2417 members
Mstep: Class 2 contains 38464 members
Entering Unmasked Estep
Score: -6037214.000000 Penalty: 3450.986816
Iteration 79Q: 3 clusters Score -6037214 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2356 members
Mstep: Class 2 contains 38525 members
Entering Unmasked Estep
Score: -6037247.500000 Penalty: 3450.986816
Iteration 80F: 3 clusters Score -6037248 nChanged 65
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2299 members
Mstep: Class 2 contains 38582 members
Entering Unmasked Estep
Score: -6037265.500000 Penalty: 3450.986816
Iteration 81Q: 3 clusters Score -6037266 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2242 members
Mstep: Class 2 contains 38639 members
Entering Unmasked Estep
Score: -6037278.500000 Penalty: 3450.986816
Iteration 82Q: 3 clusters Score -6037278 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2196 members
Mstep: Class 2 contains 38685 members
Entering Unmasked Estep
Score: -6037300.000000 Penalty: 3450.986816
Iteration 83Q: 3 clusters Score -6037300 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2153 members
Mstep: Class 2 contains 38728 members
Entering Unmasked Estep
Score: -6037323.000000 Penalty: 3450.986816
Iteration 84Q: 3 clusters Score -6037323 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2109 members
Mstep: Class 2 contains 38772 members
Entering Unmasked Estep
Score: -6037347.500000 Penalty: 3450.986816
Iteration 85Q: 3 clusters Score -6037348 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2075 members
Mstep: Class 2 contains 38806 members
Entering Unmasked Estep
Score: -6037363.500000 Penalty: 3450.986816
Iteration 86Q: 3 clusters Score -6037364 nChanged 43
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2038 members
Mstep: Class 2 contains 38843 members
Entering Unmasked Estep
Score: -6037382.000000 Penalty: 3450.986816
Iteration 87Q: 3 clusters Score -6037382 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2010 members
Mstep: Class 2 contains 38871 members
Entering Unmasked Estep
Score: -6037393.000000 Penalty: 3450.986816
Iteration 88Q: 3 clusters Score -6037393 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1980 members
Mstep: Class 2 contains 38901 members
Entering Unmasked Estep
Score: -6037398.000000 Penalty: 3450.986816
Iteration 89Q: 3 clusters Score -6037398 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1956 members
Mstep: Class 2 contains 38925 members
Entering Unmasked Estep
Score: -6037403.500000 Penalty: 3450.986816
Iteration 90Q: 3 clusters Score -6037404 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1935 members
Mstep: Class 2 contains 38946 members
Entering Unmasked Estep
Score: -6037425.500000 Penalty: 3450.986816
Iteration 91Q: 3 clusters Score -6037426 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1918 members
Mstep: Class 2 contains 38963 members
Entering Unmasked Estep
Score: -6037424.500000 Penalty: 3450.986816
Iteration 92Q: 3 clusters Score -6037424 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1895 members
Mstep: Class 2 contains 38986 members
Entering Unmasked Estep
Score: -6037438.500000 Penalty: 3450.986816
Iteration 93Q: 3 clusters Score -6037438 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1874 members
Mstep: Class 2 contains 39007 members
Entering Unmasked Estep
Score: -6037456.500000 Penalty: 3450.986816
Iteration 94Q: 3 clusters Score -6037456 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1842 members
Mstep: Class 2 contains 39039 members
Entering Unmasked Estep
Score: -6037469.500000 Penalty: 3450.986816
Iteration 95Q: 3 clusters Score -6037470 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1809 members
Mstep: Class 2 contains 39072 members
Entering Unmasked Estep
Score: -6037498.500000 Penalty: 3450.986816
Iteration 96Q: 3 clusters Score -6037498 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1783 members
Mstep: Class 2 contains 39098 members
Entering Unmasked Estep
Score: -6037498.500000 Penalty: 3450.986816
Iteration 97Q: 3 clusters Score -6037498 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1755 members
Mstep: Class 2 contains 39126 members
Entering Unmasked Estep
Score: -6037508.000000 Penalty: 3450.986816
Iteration 98Q: 3 clusters Score -6037508 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1735 members
Mstep: Class 2 contains 39146 members
Entering Unmasked Estep
Score: -6037530.000000 Penalty: 3450.986816
Iteration 99Q: 3 clusters Score -6037530 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1716 members
Mstep: Class 2 contains 39165 members
Entering Unmasked Estep
Score: -6037540.000000 Penalty: 3450.986816
Iteration 100F: 3 clusters Score -6037540 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1698 members
Mstep: Class 2 contains 39183 members
Entering Unmasked Estep
Score: -6037537.000000 Penalty: 3450.986816
Iteration 101Q: 3 clusters Score -6037537 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1684 members
Mstep: Class 2 contains 39197 members
Entering Unmasked Estep
Score: -6037546.000000 Penalty: 3450.986816
Iteration 102Q: 3 clusters Score -6037546 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1671 members
Mstep: Class 2 contains 39210 members
Entering Unmasked Estep
Score: -6037554.000000 Penalty: 3450.986816
Iteration 103Q: 3 clusters Score -6037554 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1660 members
Mstep: Class 2 contains 39221 members
Entering Unmasked Estep
Score: -6037555.500000 Penalty: 3450.986816
Iteration 104Q: 3 clusters Score -6037556 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1654 members
Mstep: Class 2 contains 39227 members
Entering Unmasked Estep
Score: -6037557.500000 Penalty: 3450.986816
Iteration 105Q: 3 clusters Score -6037558 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1650 members
Mstep: Class 2 contains 39231 members
Entering Unmasked Estep
Score: -6037563.500000 Penalty: 3450.986816
Iteration 106Q: 3 clusters Score -6037564 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1643 members
Mstep: Class 2 contains 39238 members
Entering Unmasked Estep
Score: -6037559.500000 Penalty: 3450.986816
Iteration 107Q: 3 clusters Score -6037560 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1634 members
Mstep: Class 2 contains 39247 members
Entering Unmasked Estep
Score: -6037582.000000 Penalty: 3450.986816
Iteration 108Q: 3 clusters Score -6037582 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1625 members
Mstep: Class 2 contains 39256 members
Entering Unmasked Estep
Score: -6037585.500000 Penalty: 3450.986816
Iteration 109Q: 3 clusters Score -6037586 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1615 members
Mstep: Class 2 contains 39266 members
Entering Unmasked Estep
Score: -6037580.000000 Penalty: 3450.986816
Iteration 110Q: 3 clusters Score -6037580 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1605 members
Mstep: Class 2 contains 39276 members
Entering Unmasked Estep
Score: -6037578.000000 Penalty: 3450.986816
Iteration 111Q: 3 clusters Score -6037578 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1598 members
Mstep: Class 2 contains 39283 members
Entering Unmasked Estep
Score: -6037578.000000 Penalty: 3450.986816
Iteration 112Q: 3 clusters Score -6037578 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1588 members
Mstep: Class 2 contains 39293 members
Entering Unmasked Estep
Score: -6037583.000000 Penalty: 3450.986816
Iteration 113Q: 3 clusters Score -6037583 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1577 members
Mstep: Class 2 contains 39304 members
Entering Unmasked Estep
Score: -6037595.000000 Penalty: 3450.986816
Iteration 114Q: 3 clusters Score -6037595 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1563 members
Mstep: Class 2 contains 39318 members
Entering Unmasked Estep
Score: -6037599.000000 Penalty: 3450.986816
Iteration 115Q: 3 clusters Score -6037599 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1553 members
Mstep: Class 2 contains 39328 members
Entering Unmasked Estep
Score: -6037598.000000 Penalty: 3450.986816
Iteration 116Q: 3 clusters Score -6037598 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1547 members
Mstep: Class 2 contains 39334 members
Entering Unmasked Estep
Score: -6037598.000000 Penalty: 3450.986816
Iteration 117Q: 3 clusters Score -6037598 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1543 members
Mstep: Class 2 contains 39338 members
Entering Unmasked Estep
Score: -6037595.500000 Penalty: 3450.986816
Iteration 118Q: 3 clusters Score -6037596 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1537 members
Mstep: Class 2 contains 39344 members
Entering Unmasked Estep
Score: -6037597.500000 Penalty: 3450.986816
Iteration 119Q: 3 clusters Score -6037598 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1534 members
Mstep: Class 2 contains 39347 members
Entering Unmasked Estep
Score: -6037593.500000 Penalty: 3450.986816
Iteration 120F: 3 clusters Score -6037594 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1529 members
Mstep: Class 2 contains 39352 members
Entering Unmasked Estep
Score: -6037593.500000 Penalty: 3450.986816
Iteration 121Q: 3 clusters Score -6037594 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1527 members
Mstep: Class 2 contains 39354 members
Entering Unmasked Estep
Score: -6037589.500000 Penalty: 3450.986816
Iteration 122Q: 3 clusters Score -6037590 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1522 members
Mstep: Class 2 contains 39359 members
Entering Unmasked Estep
Score: -6037606.000000 Penalty: 3450.986816
Iteration 123Q: 3 clusters Score -6037606 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1517 members
Mstep: Class 2 contains 39364 members
Entering Unmasked Estep
Score: -6037603.500000 Penalty: 3450.986816
Iteration 124Q: 3 clusters Score -6037604 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1516 members
Mstep: Class 2 contains 39365 members
Entering Unmasked Estep
Score: -6037599.000000 Penalty: 3450.986816
Iteration 125Q: 3 clusters Score -6037599 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1515 members
Mstep: Class 2 contains 39366 members
Entering Unmasked Estep
Score: -6037596.500000 Penalty: 3450.986816
Iteration 126Q: 3 clusters Score -6037596 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1515 members
Mstep: Class 2 contains 39366 members
Entering Unmasked Estep
Score: -6037594.500000 Penalty: 3450.986816
Iteration 127Q: 3 clusters Score -6037594 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1514 members
Mstep: Class 2 contains 39367 members
Entering Unmasked Estep
Score: -6037599.500000 Penalty: 3450.986816
Iteration 128Q: 3 clusters Score -6037600 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1511 members
Mstep: Class 2 contains 39370 members
Entering Unmasked Estep
Score: -6037602.000000 Penalty: 3450.986816
Iteration 129Q: 3 clusters Score -6037602 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1509 members
Mstep: Class 2 contains 39372 members
Entering Unmasked Estep
Score: -6037608.000000 Penalty: 3450.986816
Iteration 130Q: 3 clusters Score -6037608 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1511 members
Mstep: Class 2 contains 39370 members
Entering Unmasked Estep
Score: -6037610.000000 Penalty: 3450.986816
Iteration 131Q: 3 clusters Score -6037610 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1506 members
Mstep: Class 2 contains 39375 members
Entering Unmasked Estep
Score: -6037610.000000 Penalty: 3450.986816
Iteration 132Q: 3 clusters Score -6037610 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1503 members
Mstep: Class 2 contains 39378 members
Entering Unmasked Estep
Score: -6037607.000000 Penalty: 3450.986816
Iteration 133Q: 3 clusters Score -6037607 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1503 members
Mstep: Class 2 contains 39378 members
Entering Unmasked Estep
Score: -6037607.000000 Penalty: 3450.986816
Iteration 134F: 3 clusters Score -6037607 nChanged 0
Entering ConstructFrom:
Trying to split cluster 6 (47943 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47943 members
Entering Unmasked Estep
Score: -7069669.500000 Penalty: 1751.387329
Iteration 0F: 2 clusters Score -7069670 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24059 members
Mstep: Class 2 contains 23884 members
Entering Unmasked Estep
Score: -7040323.500000 Penalty: 3502.774658
Iteration 0F: 3 clusters Score -7040324 nChanged 22450
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24435 members
Mstep: Class 2 contains 23508 members
Entering Unmasked Estep
Score: -7053048.500000 Penalty: 3502.774658
Iteration 1F: 3 clusters Score -7053048 nChanged 2215
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24540 members
Mstep: Class 2 contains 23403 members
Entering Unmasked Estep
Score: -7053996.500000 Penalty: 3502.774658
Iteration 2Q: 3 clusters Score -7053996 nChanged 2504
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24622 members
Mstep: Class 2 contains 23321 members
Entering Unmasked Estep
Score: -7055665.500000 Penalty: 3502.774658
Iteration 3F: 3 clusters Score -7055666 nChanged 2871
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24343 members
Mstep: Class 2 contains 23600 members
Entering Unmasked Estep
Score: -7057576.500000 Penalty: 3502.774658
Iteration 4F: 3 clusters Score -7057576 nChanged 3218
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23519 members
Mstep: Class 2 contains 24424 members
Entering Unmasked Estep
Score: -7059652.500000 Penalty: 3502.774658
Iteration 5F: 3 clusters Score -7059652 nChanged 3203
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22284 members
Mstep: Class 2 contains 25659 members
Entering Unmasked Estep
Score: -7061407.500000 Penalty: 3502.774658
Iteration 6F: 3 clusters Score -7061408 nChanged 2920
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20688 members
Mstep: Class 2 contains 27255 members
Entering Unmasked Estep
Score: -7062996.000000 Penalty: 3502.774658
Iteration 7F: 3 clusters Score -7062996 nChanged 2591
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 18777 members
Mstep: Class 2 contains 29166 members
Entering Unmasked Estep
Score: -7064365.000000 Penalty: 3502.774658
Iteration 8F: 3 clusters Score -7064365 nChanged 2410
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16629 members
Mstep: Class 2 contains 31314 members
Entering Unmasked Estep
Score: -7065729.000000 Penalty: 3502.774658
Iteration 9F: 3 clusters Score -7065729 nChanged 2298
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14395 members
Mstep: Class 2 contains 33548 members
Entering Unmasked Estep
Score: -7067028.500000 Penalty: 3502.774658
Iteration 10Q: 3 clusters Score -7067028 nChanged 2132
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12279 members
Mstep: Class 2 contains 35664 members
Entering Unmasked Estep
Score: -7068192.000000 Penalty: 3502.774658
Iteration 11Q: 3 clusters Score -7068192 nChanged 1852
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10433 members
Mstep: Class 2 contains 37510 members
Entering Unmasked Estep
Score: -7069145.500000 Penalty: 3502.774658
Iteration 12Q: 3 clusters Score -7069146 nChanged 1444
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8993 members
Mstep: Class 2 contains 38950 members
Entering Unmasked Estep
Score: -7069768.000000 Penalty: 3502.774658
Iteration 13Q: 3 clusters Score -7069768 nChanged 1181
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7816 members
Mstep: Class 2 contains 40127 members
Entering Unmasked Estep
Score: -7070284.500000 Penalty: 3502.774658
Iteration 14Q: 3 clusters Score -7070284 nChanged 908
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6920 members
Mstep: Class 2 contains 41023 members
Entering Unmasked Estep
Score: -7070637.500000 Penalty: 3502.774658
Iteration 15Q: 3 clusters Score -7070638 nChanged 690
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6256 members
Mstep: Class 2 contains 41687 members
Entering Unmasked Estep
Score: -7070845.500000 Penalty: 3502.774658
Iteration 16Q: 3 clusters Score -7070846 nChanged 525
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5743 members
Mstep: Class 2 contains 42200 members
Entering Unmasked Estep
Score: -7070923.000000 Penalty: 3502.774658
Iteration 17Q: 3 clusters Score -7070923 nChanged 396
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5351 members
Mstep: Class 2 contains 42592 members
Entering Unmasked Estep
Score: -7070972.500000 Penalty: 3502.774658
Iteration 18Q: 3 clusters Score -7070972 nChanged 316
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5035 members
Mstep: Class 2 contains 42908 members
Entering Unmasked Estep
Score: -7070991.000000 Penalty: 3502.774658
Iteration 19Q: 3 clusters Score -7070991 nChanged 252
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4783 members
Mstep: Class 2 contains 43160 members
Entering Unmasked Estep
Score: -7070986.000000 Penalty: 3502.774658
Iteration 20F: 3 clusters Score -7070986 nChanged 206
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4577 members
Mstep: Class 2 contains 43366 members
Entering Unmasked Estep
Score: -7071001.500000 Penalty: 3502.774658
Iteration 21Q: 3 clusters Score -7071002 nChanged 170
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4407 members
Mstep: Class 2 contains 43536 members
Entering Unmasked Estep
Score: -7070999.500000 Penalty: 3502.774658
Iteration 22Q: 3 clusters Score -7071000 nChanged 135
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4274 members
Mstep: Class 2 contains 43669 members
Entering Unmasked Estep
Score: -7070988.000000 Penalty: 3502.774658
Iteration 23Q: 3 clusters Score -7070988 nChanged 103
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4171 members
Mstep: Class 2 contains 43772 members
Entering Unmasked Estep
Score: -7070974.500000 Penalty: 3502.774658
Iteration 24Q: 3 clusters Score -7070974 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4095 members
Mstep: Class 2 contains 43848 members
Entering Unmasked Estep
Score: -7070946.000000 Penalty: 3502.774658
Iteration 25Q: 3 clusters Score -7070946 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4034 members
Mstep: Class 2 contains 43909 members
Entering Unmasked Estep
Score: -7070950.500000 Penalty: 3502.774658
Iteration 26Q: 3 clusters Score -7070950 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3990 members
Mstep: Class 2 contains 43953 members
Entering Unmasked Estep
Score: -7070959.000000 Penalty: 3502.774658
Iteration 27Q: 3 clusters Score -7070959 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3948 members
Mstep: Class 2 contains 43995 members
Entering Unmasked Estep
Score: -7070930.500000 Penalty: 3502.774658
Iteration 28Q: 3 clusters Score -7070930 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3903 members
Mstep: Class 2 contains 44040 members
Entering Unmasked Estep
Score: -7070913.000000 Penalty: 3502.774658
Iteration 29Q: 3 clusters Score -7070913 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3871 members
Mstep: Class 2 contains 44072 members
Entering Unmasked Estep
Score: -7070894.000000 Penalty: 3502.774658
Iteration 30Q: 3 clusters Score -7070894 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3844 members
Mstep: Class 2 contains 44099 members
Entering Unmasked Estep
Score: -7070892.500000 Penalty: 3502.774658
Iteration 31Q: 3 clusters Score -7070892 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3821 members
Mstep: Class 2 contains 44122 members
Entering Unmasked Estep
Score: -7070883.000000 Penalty: 3502.774658
Iteration 32Q: 3 clusters Score -7070883 nChanged 24
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3799 members
Mstep: Class 2 contains 44144 members
Entering Unmasked Estep
Score: -7070876.500000 Penalty: 3502.774658
Iteration 33Q: 3 clusters Score -7070876 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3785 members
Mstep: Class 2 contains 44158 members
Entering Unmasked Estep
Score: -7070873.000000 Penalty: 3502.774658
Iteration 34Q: 3 clusters Score -7070873 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3774 members
Mstep: Class 2 contains 44169 members
Entering Unmasked Estep
Score: -7070864.000000 Penalty: 3502.774658
Iteration 35Q: 3 clusters Score -7070864 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3764 members
Mstep: Class 2 contains 44179 members
Entering Unmasked Estep
Score: -7070862.500000 Penalty: 3502.774658
Iteration 36Q: 3 clusters Score -7070862 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3755 members
Mstep: Class 2 contains 44188 members
Entering Unmasked Estep
Score: -7070862.500000 Penalty: 3502.774658
Iteration 37Q: 3 clusters Score -7070862 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3746 members
Mstep: Class 2 contains 44197 members
Entering Unmasked Estep
Score: -7070852.500000 Penalty: 3502.774658
Iteration 38Q: 3 clusters Score -7070852 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3738 members
Mstep: Class 2 contains 44205 members
Entering Unmasked Estep
Score: -7070854.000000 Penalty: 3502.774658
Iteration 39Q: 3 clusters Score -7070854 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3730 members
Mstep: Class 2 contains 44213 members
Entering Unmasked Estep
Score: -7070856.000000 Penalty: 3502.774658
Iteration 40F: 3 clusters Score -7070856 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3722 members
Mstep: Class 2 contains 44221 members
Entering Unmasked Estep
Score: -7070864.000000 Penalty: 3502.774658
Iteration 41Q: 3 clusters Score -7070864 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3707 members
Mstep: Class 2 contains 44236 members
Entering Unmasked Estep
Score: -7070846.500000 Penalty: 3502.774658
Iteration 42Q: 3 clusters Score -7070846 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3694 members
Mstep: Class 2 contains 44249 members
Entering Unmasked Estep
Score: -7070839.000000 Penalty: 3502.774658
Iteration 43Q: 3 clusters Score -7070839 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3688 members
Mstep: Class 2 contains 44255 members
Entering Unmasked Estep
Score: -7070836.500000 Penalty: 3502.774658
Iteration 44Q: 3 clusters Score -7070836 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3684 members
Mstep: Class 2 contains 44259 members
Entering Unmasked Estep
Score: -7070834.500000 Penalty: 3502.774658
Iteration 45Q: 3 clusters Score -7070834 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3684 members
Mstep: Class 2 contains 44259 members
Entering Unmasked Estep
Score: -7070834.500000 Penalty: 3502.774658
Iteration 46F: 3 clusters Score -7070834 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 12745 members
Mstep: Class 2 contains 61398 members
Mstep: Class 3 contains 252 members
Mstep: Class 4 contains 3580 members
Mstep: Class 5 contains 40881 members
Mstep: Class 6 contains 3684 members
Mstep: Class 7 contains 5202 members
Mstep: Class 8 contains 60383 members
Mstep: Class 9 contains 47661 members
Mstep: Class 10 contains 24974 members
Mstep: Class 11 contains 64184 members
Mstep: Class 12 contains 61509 members
Mstep: Class 13 contains 68407 members
Mstep: Class 14 contains 60954 members
Mstep: Class 15 contains 56784 members
Mstep: Class 16 contains 58881 members
Mstep: Class 17 contains 55858 members
Mstep: Class 18 contains 56481 members
Mstep: Class 19 contains 55064 members
Mstep: Class 20 contains 61307 members
Mstep: Class 21 contains 66111 members
Mstep: Class 22 contains 1746 members
Mstep: Class 23 contains 10047 members
Mstep: Class 24 contains 59422 members
Mstep: Class 25 contains 56852 members
Mstep: Class 26 contains 2844 members
Mstep: Class 27 contains 66163 members
Mstep: Class 28 contains 59547 members
Mstep: Class 29 contains 56859 members
Mstep: Class 30 contains 60836 members
Mstep: Class 31 contains 64717 members
Mstep: Class 32 contains 50313 members
Mstep: Class 33 contains 58082 members
Mstep: Class 34 contains 43597 members
Mstep: Class 35 contains 53630 members
Mstep: Class 36 contains 51507 members
Mstep: Class 37 contains 67585 members
Mstep: Class 38 contains 52950 members
Mstep: Class 39 contains 751 members
Mstep: Class 40 contains 25684 members
Mstep: Class 41 contains 44259 members
Entering Unmasked Estep
Score: -260039712.000000 Penalty: 96012.617188
Splitting cluster 6 changes total score from -260033056.000000 to -260039712.000000
So it's getting split into cluster 41.
Entering ConstructFrom:
Trying to split cluster 7 (5202 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5202 members
Entering Unmasked Estep
Score: -679052.500000 Penalty: 1390.479614
Iteration 0F: 2 clusters Score -679052.5 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2627 members
Mstep: Class 2 contains 2575 members
Entering Unmasked Estep
Score: -674917.500000 Penalty: 2780.959229
Iteration 0F: 3 clusters Score -674917.5 nChanged 2160
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2613 members
Mstep: Class 2 contains 2589 members
Entering Unmasked Estep
Score: -676544.500000 Penalty: 2780.959229
Iteration 1F: 3 clusters Score -676544.5 nChanged 556
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2579 members
Mstep: Class 2 contains 2623 members
Entering Unmasked Estep
Score: -677404.312500 Penalty: 2780.959229
Iteration 2F: 3 clusters Score -677404.3 nChanged 556
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2481 members
Mstep: Class 2 contains 2721 members
Entering Unmasked Estep
Score: -678204.625000 Penalty: 2780.959229
Iteration 3F: 3 clusters Score -678204.6 nChanged 453
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2402 members
Mstep: Class 2 contains 2800 members
Entering Unmasked Estep
Score: -678654.062500 Penalty: 2780.959229
Iteration 4F: 3 clusters Score -678654.1 nChanged 288
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2382 members
Mstep: Class 2 contains 2820 members
Entering Unmasked Estep
Score: -678853.437500 Penalty: 2780.959229
Iteration 5F: 3 clusters Score -678853.4 nChanged 176
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2382 members
Mstep: Class 2 contains 2820 members
Entering Unmasked Estep
Score: -678947.937500 Penalty: 2780.959229
Iteration 6Q: 3 clusters Score -678947.9 nChanged 114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2398 members
Mstep: Class 2 contains 2804 members
Entering Unmasked Estep
Score: -679020.812500 Penalty: 2780.959229
Iteration 7Q: 3 clusters Score -679020.8 nChanged 85
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2419 members
Mstep: Class 2 contains 2783 members
Entering Unmasked Estep
Score: -679095.750000 Penalty: 2780.959229
Iteration 8Q: 3 clusters Score -679095.8 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2449 members
Mstep: Class 2 contains 2753 members
Entering Unmasked Estep
Score: -679184.000000 Penalty: 2780.959229
Iteration 9Q: 3 clusters Score -679184 nChanged 119
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2492 members
Mstep: Class 2 contains 2710 members
Entering Unmasked Estep
Score: -679294.562500 Penalty: 2780.959229
Iteration 10Q: 3 clusters Score -679294.6 nChanged 130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2548 members
Mstep: Class 2 contains 2654 members
Entering Unmasked Estep
Score: -679401.625000 Penalty: 2780.959229
Iteration 11Q: 3 clusters Score -679401.6 nChanged 135
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2597 members
Mstep: Class 2 contains 2605 members
Entering Unmasked Estep
Score: -679507.125000 Penalty: 2780.959229
Iteration 12Q: 3 clusters Score -679507.1 nChanged 153
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2656 members
Mstep: Class 2 contains 2546 members
Entering Unmasked Estep
Score: -679632.312500 Penalty: 2780.959229
Iteration 13Q: 3 clusters Score -679632.3 nChanged 167
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2723 members
Mstep: Class 2 contains 2479 members
Entering Unmasked Estep
Score: -679756.937500 Penalty: 2780.959229
Iteration 14Q: 3 clusters Score -679756.9 nChanged 159
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2786 members
Mstep: Class 2 contains 2416 members
Entering Unmasked Estep
Score: -679866.375000 Penalty: 2780.959229
Iteration 15Q: 3 clusters Score -679866.4 nChanged 157
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2843 members
Mstep: Class 2 contains 2359 members
Entering Unmasked Estep
Score: -679958.625000 Penalty: 2780.959229
Iteration 16Q: 3 clusters Score -679958.6 nChanged 127
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2904 members
Mstep: Class 2 contains 2298 members
Entering Unmasked Estep
Score: -680026.187500 Penalty: 2780.959229
Iteration 17Q: 3 clusters Score -680026.2 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2950 members
Mstep: Class 2 contains 2252 members
Entering Unmasked Estep
Score: -680071.625000 Penalty: 2780.959229
Iteration 18Q: 3 clusters Score -680071.6 nChanged 78
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2988 members
Mstep: Class 2 contains 2214 members
Entering Unmasked Estep
Score: -680102.750000 Penalty: 2780.959229
Iteration 19Q: 3 clusters Score -680102.8 nChanged 64
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3022 members
Mstep: Class 2 contains 2180 members
Entering Unmasked Estep
Score: -680146.937500 Penalty: 2780.959229
Iteration 20F: 3 clusters Score -680146.9 nChanged 71
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3035 members
Mstep: Class 2 contains 2167 members
Entering Unmasked Estep
Score: -680193.562500 Penalty: 2780.959229
Iteration 21Q: 3 clusters Score -680193.6 nChanged 77
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3052 members
Mstep: Class 2 contains 2150 members
Entering Unmasked Estep
Score: -680227.875000 Penalty: 2780.959229
Iteration 22Q: 3 clusters Score -680227.9 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3066 members
Mstep: Class 2 contains 2136 members
Entering Unmasked Estep
Score: -680258.687500 Penalty: 2780.959229
Iteration 23Q: 3 clusters Score -680258.7 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3078 members
Mstep: Class 2 contains 2124 members
Entering Unmasked Estep
Score: -680282.937500 Penalty: 2780.959229
Iteration 24Q: 3 clusters Score -680282.9 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3115 members
Mstep: Class 2 contains 2087 members
Entering Unmasked Estep
Score: -680309.750000 Penalty: 2780.959229
Iteration 25Q: 3 clusters Score -680309.8 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3133 members
Mstep: Class 2 contains 2069 members
Entering Unmasked Estep
Score: -680328.875000 Penalty: 2780.959229
Iteration 26Q: 3 clusters Score -680328.9 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3145 members
Mstep: Class 2 contains 2057 members
Entering Unmasked Estep
Score: -680345.187500 Penalty: 2780.959229
Iteration 27Q: 3 clusters Score -680345.2 nChanged 45
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3160 members
Mstep: Class 2 contains 2042 members
Entering Unmasked Estep
Score: -680363.500000 Penalty: 2780.959229
Iteration 28Q: 3 clusters Score -680363.5 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3175 members
Mstep: Class 2 contains 2027 members
Entering Unmasked Estep
Score: -680377.875000 Penalty: 2780.959229
Iteration 29Q: 3 clusters Score -680377.9 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3192 members
Mstep: Class 2 contains 2010 members
Entering Unmasked Estep
Score: -680399.187500 Penalty: 2780.959229
Iteration 30Q: 3 clusters Score -680399.2 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3216 members
Mstep: Class 2 contains 1986 members
Entering Unmasked Estep
Score: -680425.312500 Penalty: 2780.959229
Iteration 31Q: 3 clusters Score -680425.3 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3240 members
Mstep: Class 2 contains 1962 members
Entering Unmasked Estep
Score: -680455.875000 Penalty: 2780.959229
Iteration 32Q: 3 clusters Score -680455.9 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3274 members
Mstep: Class 2 contains 1928 members
Entering Unmasked Estep
Score: -680488.375000 Penalty: 2780.959229
Iteration 33Q: 3 clusters Score -680488.4 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3299 members
Mstep: Class 2 contains 1903 members
Entering Unmasked Estep
Score: -680502.062500 Penalty: 2780.959229
Iteration 34Q: 3 clusters Score -680502.1 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3311 members
Mstep: Class 2 contains 1891 members
Entering Unmasked Estep
Score: -680511.812500 Penalty: 2780.959229
Iteration 35Q: 3 clusters Score -680511.8 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3324 members
Mstep: Class 2 contains 1878 members
Entering Unmasked Estep
Score: -680517.625000 Penalty: 2780.959229
Iteration 36Q: 3 clusters Score -680517.6 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3334 members
Mstep: Class 2 contains 1868 members
Entering Unmasked Estep
Score: -680524.125000 Penalty: 2780.959229
Iteration 37Q: 3 clusters Score -680524.1 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3342 members
Mstep: Class 2 contains 1860 members
Entering Unmasked Estep
Score: -680528.000000 Penalty: 2780.959229
Iteration 38Q: 3 clusters Score -680528 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3354 members
Mstep: Class 2 contains 1848 members
Entering Unmasked Estep
Score: -680532.125000 Penalty: 2780.959229
Iteration 39Q: 3 clusters Score -680532.1 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3366 members
Mstep: Class 2 contains 1836 members
Entering Unmasked Estep
Score: -680575.187500 Penalty: 2780.959229
Iteration 40F: 3 clusters Score -680575.2 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3346 members
Mstep: Class 2 contains 1856 members
Entering Unmasked Estep
Score: -680633.687500 Penalty: 2780.959229
Iteration 41Q: 3 clusters Score -680633.7 nChanged 61
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3335 members
Mstep: Class 2 contains 1867 members
Entering Unmasked Estep
Score: -680697.312500 Penalty: 2780.959229
Iteration 42Q: 3 clusters Score -680697.3 nChanged 76
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3321 members
Mstep: Class 2 contains 1881 members
Entering Unmasked Estep
Score: -680784.062500 Penalty: 2780.959229
Iteration 43Q: 3 clusters Score -680784.1 nChanged 83
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3316 members
Mstep: Class 2 contains 1886 members
Entering Unmasked Estep
Score: -680869.937500 Penalty: 2780.959229
Iteration 44Q: 3 clusters Score -680869.9 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3326 members
Mstep: Class 2 contains 1876 members
Entering Unmasked Estep
Score: -680914.687500 Penalty: 2780.959229
Iteration 45Q: 3 clusters Score -680914.7 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3332 members
Mstep: Class 2 contains 1870 members
Entering Unmasked Estep
Score: -680936.125000 Penalty: 2780.959229
Iteration 46Q: 3 clusters Score -680936.1 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3332 members
Mstep: Class 2 contains 1870 members
Entering Unmasked Estep
Score: -680947.812500 Penalty: 2780.959229
Iteration 47Q: 3 clusters Score -680947.8 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3331 members
Mstep: Class 2 contains 1871 members
Entering Unmasked Estep
Score: -680953.500000 Penalty: 2780.959229
Iteration 48Q: 3 clusters Score -680953.5 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3330 members
Mstep: Class 2 contains 1872 members
Entering Unmasked Estep
Score: -680957.687500 Penalty: 2780.959229
Iteration 49Q: 3 clusters Score -680957.7 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3334 members
Mstep: Class 2 contains 1868 members
Entering Unmasked Estep
Score: -680961.125000 Penalty: 2780.959229
Iteration 50Q: 3 clusters Score -680961.1 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3335 members
Mstep: Class 2 contains 1867 members
Entering Unmasked Estep
Score: -680962.750000 Penalty: 2780.959229
Iteration 51Q: 3 clusters Score -680962.8 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3336 members
Mstep: Class 2 contains 1866 members
Entering Unmasked Estep
Score: -680962.437500 Penalty: 2780.959229
Iteration 52Q: 3 clusters Score -680962.4 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3339 members
Mstep: Class 2 contains 1863 members
Entering Unmasked Estep
Score: -680963.875000 Penalty: 2780.959229
Iteration 53Q: 3 clusters Score -680963.9 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3338 members
Mstep: Class 2 contains 1864 members
Entering Unmasked Estep
Score: -680964.750000 Penalty: 2780.959229
Iteration 54Q: 3 clusters Score -680964.8 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3336 members
Mstep: Class 2 contains 1866 members
Entering Unmasked Estep
Score: -680967.312500 Penalty: 2780.959229
Iteration 55Q: 3 clusters Score -680967.3 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3334 members
Mstep: Class 2 contains 1868 members
Entering Unmasked Estep
Score: -680969.250000 Penalty: 2780.959229
Iteration 56Q: 3 clusters Score -680969.2 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3341 members
Mstep: Class 2 contains 1861 members
Entering Unmasked Estep
Score: -680971.000000 Penalty: 2780.959229
Iteration 57Q: 3 clusters Score -680971 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3344 members
Mstep: Class 2 contains 1858 members
Entering Unmasked Estep
Score: -680971.937500 Penalty: 2780.959229
Iteration 58Q: 3 clusters Score -680971.9 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3346 members
Mstep: Class 2 contains 1856 members
Entering Unmasked Estep
Score: -680971.937500 Penalty: 2780.959229
Iteration 59Q: 3 clusters Score -680971.9 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3345 members
Mstep: Class 2 contains 1857 members
Entering Unmasked Estep
Score: -680974.000000 Penalty: 2780.959229
Iteration 60F: 3 clusters Score -680974 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3343 members
Mstep: Class 2 contains 1859 members
Entering Unmasked Estep
Score: -680975.312500 Penalty: 2780.959229
Iteration 61Q: 3 clusters Score -680975.3 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3344 members
Mstep: Class 2 contains 1858 members
Entering Unmasked Estep
Score: -680976.125000 Penalty: 2780.959229
Iteration 62Q: 3 clusters Score -680976.1 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3343 members
Mstep: Class 2 contains 1859 members
Entering Unmasked Estep
Score: -680977.375000 Penalty: 2780.959229
Iteration 63Q: 3 clusters Score -680977.4 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3343 members
Mstep: Class 2 contains 1859 members
Entering Unmasked Estep
Score: -680976.250000 Penalty: 2780.959229
Iteration 64Q: 3 clusters Score -680976.2 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3343 members
Mstep: Class 2 contains 1859 members
Entering Unmasked Estep
Score: -680976.250000 Penalty: 2780.959229
Iteration 65F: 3 clusters Score -680976.2 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 12745 members
Mstep: Class 2 contains 61398 members
Mstep: Class 3 contains 252 members
Mstep: Class 4 contains 3580 members
Mstep: Class 5 contains 40881 members
Mstep: Class 6 contains 3684 members
Mstep: Class 7 contains 3343 members
Mstep: Class 8 contains 60383 members
Mstep: Class 9 contains 47661 members
Mstep: Class 10 contains 24974 members
Mstep: Class 11 contains 64184 members
Mstep: Class 12 contains 61509 members
Mstep: Class 13 contains 68407 members
Mstep: Class 14 contains 60954 members
Mstep: Class 15 contains 56784 members
Mstep: Class 16 contains 58881 members
Mstep: Class 17 contains 55858 members
Mstep: Class 18 contains 56481 members
Mstep: Class 19 contains 55064 members
Mstep: Class 20 contains 61307 members
Mstep: Class 21 contains 66111 members
Mstep: Class 22 contains 1746 members
Mstep: Class 23 contains 10047 members
Mstep: Class 24 contains 59422 members
Mstep: Class 25 contains 56852 members
Mstep: Class 26 contains 2844 members
Mstep: Class 27 contains 66163 members
Mstep: Class 28 contains 59547 members
Mstep: Class 29 contains 56859 members
Mstep: Class 30 contains 60836 members
Mstep: Class 31 contains 64717 members
Mstep: Class 32 contains 50313 members
Mstep: Class 33 contains 58082 members
Mstep: Class 34 contains 43597 members
Mstep: Class 35 contains 53630 members
Mstep: Class 36 contains 51507 members
Mstep: Class 37 contains 67585 members
Mstep: Class 38 contains 52950 members
Mstep: Class 39 contains 751 members
Mstep: Class 40 contains 25684 members
Mstep: Class 41 contains 44259 members
Mstep: Class 42 contains 1859 members
Entering Unmasked Estep
Score: -260040576.000000 Penalty: 98354.390625
Splitting cluster 7 changes total score from -260033056.000000 to -260040576.000000
So it's getting split into cluster 42.
Entering ConstructFrom:
Trying to split cluster 8 (60383 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 60383 members
Entering Unmasked Estep
Score: -8894161.000000 Penalty: 1788.875244
Iteration 0F: 2 clusters Score -8894161 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30301 members
Mstep: Class 2 contains 30082 members
Entering Unmasked Estep
Score: -8859601.000000 Penalty: 3577.750488
Iteration 0F: 3 clusters Score -8859601 nChanged 28421
Entering Unmasked Mstep
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Mstep: Class 1 contains 32156 members
Mstep: Class 2 contains 28227 members
Entering Unmasked Estep
Score: -8875565.000000 Penalty: 3577.750488
Iteration 1F: 3 clusters Score -8875565 nChanged 2508
Entering Unmasked Mstep
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Mstep: Class 1 contains 33382 members
Mstep: Class 2 contains 27001 members
Entering Unmasked Estep
Score: -8876247.000000 Penalty: 3577.750488
Iteration 2Q: 3 clusters Score -8876247 nChanged 2769
Entering Unmasked Mstep
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Mstep: Class 1 contains 35035 members
Mstep: Class 2 contains 25348 members
Entering Unmasked Estep
Score: -8877221.000000 Penalty: 3577.750488
Iteration 3Q: 3 clusters Score -8877221 nChanged 3211
Entering Unmasked Mstep
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Mstep: Class 1 contains 37058 members
Mstep: Class 2 contains 23325 members
Entering Unmasked Estep
Score: -8878667.000000 Penalty: 3577.750488
Iteration 4F: 3 clusters Score -8878667 nChanged 3668
Entering Unmasked Mstep
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Mstep: Class 1 contains 39510 members
Mstep: Class 2 contains 20873 members
Entering Unmasked Estep
Score: -8880807.000000 Penalty: 3577.750488
Iteration 5F: 3 clusters Score -8880807 nChanged 3891
Entering Unmasked Mstep
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Mstep: Class 1 contains 41923 members
Mstep: Class 2 contains 18460 members
Entering Unmasked Estep
Score: -8883599.000000 Penalty: 3577.750488
Iteration 6F: 3 clusters Score -8883599 nChanged 3858
Entering Unmasked Mstep
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Mstep: Class 1 contains 43685 members
Mstep: Class 2 contains 16698 members
Entering Unmasked Estep
Score: -8886505.000000 Penalty: 3577.750488
Iteration 7F: 3 clusters Score -8886505 nChanged 3430
Entering Unmasked Mstep
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Mstep: Class 1 contains 44399 members
Mstep: Class 2 contains 15984 members
Entering Unmasked Estep
Score: -8888811.000000 Penalty: 3577.750488
Iteration 8F: 3 clusters Score -8888811 nChanged 2686
Entering Unmasked Mstep
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Mstep: Class 1 contains 44405 members
Mstep: Class 2 contains 15978 members
Entering Unmasked Estep
Score: -8890090.000000 Penalty: 3577.750488
Iteration 9Q: 3 clusters Score -8890090 nChanged 1841
Entering Unmasked Mstep
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Mstep: Class 1 contains 44202 members
Mstep: Class 2 contains 16181 members
Entering Unmasked Estep
Score: -8890697.000000 Penalty: 3577.750488
Iteration 10Q: 3 clusters Score -8890697 nChanged 1179
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43973 members
Mstep: Class 2 contains 16410 members
Entering Unmasked Estep
Score: -8891007.000000 Penalty: 3577.750488
Iteration 11Q: 3 clusters Score -8891007 nChanged 878
Entering Unmasked Mstep
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Mstep: Class 1 contains 43761 members
Mstep: Class 2 contains 16622 members
Entering Unmasked Estep
Score: -8891143.000000 Penalty: 3577.750488
Iteration 12Q: 3 clusters Score -8891143 nChanged 770
Entering Unmasked Mstep
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Mstep: Class 1 contains 43517 members
Mstep: Class 2 contains 16866 members
Entering Unmasked Estep
Score: -8891331.000000 Penalty: 3577.750488
Iteration 13Q: 3 clusters Score -8891331 nChanged 725
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 43218 members
Mstep: Class 2 contains 17165 members
Entering Unmasked Estep
Score: -8891459.000000 Penalty: 3577.750488
Iteration 14Q: 3 clusters Score -8891459 nChanged 676
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42912 members
Mstep: Class 2 contains 17471 members
Entering Unmasked Estep
Score: -8891595.000000 Penalty: 3577.750488
Iteration 15Q: 3 clusters Score -8891595 nChanged 653
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 42571 members
Mstep: Class 2 contains 17812 members
Entering Unmasked Estep
Score: -8891701.000000 Penalty: 3577.750488
Iteration 16Q: 3 clusters Score -8891701 nChanged 608
Entering Unmasked Mstep
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Mstep: Class 1 contains 42227 members
Mstep: Class 2 contains 18156 members
Entering Unmasked Estep
Score: -8891787.000000 Penalty: 3577.750488
Iteration 17Q: 3 clusters Score -8891787 nChanged 628
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41861 members
Mstep: Class 2 contains 18522 members
Entering Unmasked Estep
Score: -8891899.000000 Penalty: 3577.750488
Iteration 18Q: 3 clusters Score -8891899 nChanged 633
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41472 members
Mstep: Class 2 contains 18911 members
Entering Unmasked Estep
Score: -8891996.000000 Penalty: 3577.750488
Iteration 19Q: 3 clusters Score -8891996 nChanged 609
Entering Unmasked Mstep
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Mstep: Class 1 contains 41081 members
Mstep: Class 2 contains 19302 members
Entering Unmasked Estep
Score: -8892115.000000 Penalty: 3577.750488
Iteration 20F: 3 clusters Score -8892115 nChanged 579
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40710 members
Mstep: Class 2 contains 19673 members
Entering Unmasked Estep
Score: -8892139.000000 Penalty: 3577.750488
Iteration 21Q: 3 clusters Score -8892139 nChanged 563
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40327 members
Mstep: Class 2 contains 20056 members
Entering Unmasked Estep
Score: -8892247.000000 Penalty: 3577.750488
Iteration 22Q: 3 clusters Score -8892247 nChanged 523
Entering Unmasked Mstep
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Mstep: Class 1 contains 39958 members
Mstep: Class 2 contains 20425 members
Entering Unmasked Estep
Score: -8892299.000000 Penalty: 3577.750488
Iteration 23Q: 3 clusters Score -8892299 nChanged 533
Entering Unmasked Mstep
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Mstep: Class 1 contains 39601 members
Mstep: Class 2 contains 20782 members
Entering Unmasked Estep
Score: -8892332.000000 Penalty: 3577.750488
Iteration 24Q: 3 clusters Score -8892332 nChanged 501
Entering Unmasked Mstep
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Mstep: Class 1 contains 39294 members
Mstep: Class 2 contains 21089 members
Entering Unmasked Estep
Score: -8892417.000000 Penalty: 3577.750488
Iteration 25Q: 3 clusters Score -8892417 nChanged 495
Entering Unmasked Mstep
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Mstep: Class 1 contains 38979 members
Mstep: Class 2 contains 21404 members
Entering Unmasked Estep
Score: -8892459.000000 Penalty: 3577.750488
Iteration 26Q: 3 clusters Score -8892459 nChanged 537
Entering Unmasked Mstep
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Mstep: Class 1 contains 38628 members
Mstep: Class 2 contains 21755 members
Entering Unmasked Estep
Score: -8892503.000000 Penalty: 3577.750488
Iteration 27Q: 3 clusters Score -8892503 nChanged 536
Entering Unmasked Mstep
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Mstep: Class 1 contains 38264 members
Mstep: Class 2 contains 22119 members
Entering Unmasked Estep
Score: -8892536.000000 Penalty: 3577.750488
Iteration 28Q: 3 clusters Score -8892536 nChanged 532
Entering Unmasked Mstep
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Mstep: Class 1 contains 37924 members
Mstep: Class 2 contains 22459 members
Entering Unmasked Estep
Score: -8892613.000000 Penalty: 3577.750488
Iteration 29Q: 3 clusters Score -8892613 nChanged 529
Entering Unmasked Mstep
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Mstep: Class 1 contains 37579 members
Mstep: Class 2 contains 22804 members
Entering Unmasked Estep
Score: -8892675.000000 Penalty: 3577.750488
Iteration 30Q: 3 clusters Score -8892675 nChanged 469
Entering Unmasked Mstep
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Mstep: Class 1 contains 37276 members
Mstep: Class 2 contains 23107 members
Entering Unmasked Estep
Score: -8892728.000000 Penalty: 3577.750488
Iteration 31Q: 3 clusters Score -8892728 nChanged 481
Entering Unmasked Mstep
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Mstep: Class 1 contains 36933 members
Mstep: Class 2 contains 23450 members
Entering Unmasked Estep
Score: -8892784.000000 Penalty: 3577.750488
Iteration 32Q: 3 clusters Score -8892784 nChanged 484
Entering Unmasked Mstep
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Mstep: Class 1 contains 36583 members
Mstep: Class 2 contains 23800 members
Entering Unmasked Estep
Score: -8892825.000000 Penalty: 3577.750488
Iteration 33Q: 3 clusters Score -8892825 nChanged 444
Entering Unmasked Mstep
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Mstep: Class 1 contains 36265 members
Mstep: Class 2 contains 24118 members
Entering Unmasked Estep
Score: -8892867.000000 Penalty: 3577.750488
Iteration 34Q: 3 clusters Score -8892867 nChanged 401
Entering Unmasked Mstep
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Mstep: Class 1 contains 35976 members
Mstep: Class 2 contains 24407 members
Entering Unmasked Estep
Score: -8892908.000000 Penalty: 3577.750488
Iteration 35Q: 3 clusters Score -8892908 nChanged 390
Entering Unmasked Mstep
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Mstep: Class 1 contains 35700 members
Mstep: Class 2 contains 24683 members
Entering Unmasked Estep
Score: -8892923.000000 Penalty: 3577.750488
Iteration 36Q: 3 clusters Score -8892923 nChanged 383
Entering Unmasked Mstep
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Mstep: Class 1 contains 35401 members
Mstep: Class 2 contains 24982 members
Entering Unmasked Estep
Score: -8892959.000000 Penalty: 3577.750488
Iteration 37Q: 3 clusters Score -8892959 nChanged 514
Entering Unmasked Mstep
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Mstep: Class 1 contains 34913 members
Mstep: Class 2 contains 25470 members
Entering Unmasked Estep
Score: -8892893.000000 Penalty: 3577.750488
Iteration 38Q: 3 clusters Score -8892893 nChanged 676
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34249 members
Mstep: Class 2 contains 26134 members
Entering Unmasked Estep
Score: -8892757.000000 Penalty: 3577.750488
Iteration 39Q: 3 clusters Score -8892757 nChanged 1017
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 33234 members
Mstep: Class 2 contains 27149 members
Entering Unmasked Estep
Score: -8892614.000000 Penalty: 3577.750488
Iteration 40F: 3 clusters Score -8892614 nChanged 1360
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31874 members
Mstep: Class 2 contains 28509 members
Entering Unmasked Estep
Score: -8892299.000000 Penalty: 3577.750488
Iteration 41Q: 3 clusters Score -8892299 nChanged 1797
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30077 members
Mstep: Class 2 contains 30306 members
Entering Unmasked Estep
Score: -8891951.000000 Penalty: 3577.750488
Iteration 42Q: 3 clusters Score -8891951 nChanged 2139
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27940 members
Mstep: Class 2 contains 32443 members
Entering Unmasked Estep
Score: -8891669.000000 Penalty: 3577.750488
Iteration 43Q: 3 clusters Score -8891669 nChanged 2356
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 25590 members
Mstep: Class 2 contains 34793 members
Entering Unmasked Estep
Score: -8891414.000000 Penalty: 3577.750488
Iteration 44Q: 3 clusters Score -8891414 nChanged 2629
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22973 members
Mstep: Class 2 contains 37410 members
Entering Unmasked Estep
Score: -8891460.000000 Penalty: 3577.750488
Iteration 45Q: 3 clusters Score -8891460 nChanged 2687
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20312 members
Mstep: Class 2 contains 40071 members
Entering Unmasked Estep
Score: -8891714.000000 Penalty: 3577.750488
Iteration 46Q: 3 clusters Score -8891714 nChanged 2546
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17800 members
Mstep: Class 2 contains 42583 members
Entering Unmasked Estep
Score: -8891819.000000 Penalty: 3577.750488
Iteration 47Q: 3 clusters Score -8891819 nChanged 2218
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15618 members
Mstep: Class 2 contains 44765 members
Entering Unmasked Estep
Score: -8891890.000000 Penalty: 3577.750488
Iteration 48Q: 3 clusters Score -8891890 nChanged 1889
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13753 members
Mstep: Class 2 contains 46630 members
Entering Unmasked Estep
Score: -8891824.000000 Penalty: 3577.750488
Iteration 49Q: 3 clusters Score -8891824 nChanged 1431
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12330 members
Mstep: Class 2 contains 48053 members
Entering Unmasked Estep
Score: -8891763.000000 Penalty: 3577.750488
Iteration 50Q: 3 clusters Score -8891763 nChanged 1097
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11233 members
Mstep: Class 2 contains 49150 members
Entering Unmasked Estep
Score: -8891542.000000 Penalty: 3577.750488
Iteration 51Q: 3 clusters Score -8891542 nChanged 891
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10342 members
Mstep: Class 2 contains 50041 members
Entering Unmasked Estep
Score: -8892209.000000 Penalty: 3577.750488
Iteration 52Q: 3 clusters Score -8892209 nChanged 727
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9615 members
Mstep: Class 2 contains 50768 members
Entering Unmasked Estep
Score: -8892763.000000 Penalty: 3577.750488
Iteration 53Q: 3 clusters Score -8892763 nChanged 571
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9044 members
Mstep: Class 2 contains 51339 members
Entering Unmasked Estep
Score: -8893037.000000 Penalty: 3577.750488
Iteration 54Q: 3 clusters Score -8893037 nChanged 472
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8574 members
Mstep: Class 2 contains 51809 members
Entering Unmasked Estep
Score: -8893306.000000 Penalty: 3577.750488
Iteration 55Q: 3 clusters Score -8893306 nChanged 373
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8201 members
Mstep: Class 2 contains 52182 members
Entering Unmasked Estep
Score: -8893452.000000 Penalty: 3577.750488
Iteration 56Q: 3 clusters Score -8893452 nChanged 286
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7915 members
Mstep: Class 2 contains 52468 members
Entering Unmasked Estep
Score: -8893622.000000 Penalty: 3577.750488
Iteration 57Q: 3 clusters Score -8893622 nChanged 180
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7735 members
Mstep: Class 2 contains 52648 members
Entering Unmasked Estep
Score: -8893722.000000 Penalty: 3577.750488
Iteration 58Q: 3 clusters Score -8893722 nChanged 99
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7636 members
Mstep: Class 2 contains 52747 members
Entering Unmasked Estep
Score: -8893685.000000 Penalty: 3577.750488
Iteration 59Q: 3 clusters Score -8893685 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7569 members
Mstep: Class 2 contains 52814 members
Entering Unmasked Estep
Score: -8894584.000000 Penalty: 3577.750488
Iteration 60F: 3 clusters Score -8894584 nChanged 1728
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5841 members
Mstep: Class 2 contains 54542 members
Entering Unmasked Estep
Score: -8895223.000000 Penalty: 3577.750488
Iteration 61Q: 3 clusters Score -8895223 nChanged 1270
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4573 members
Mstep: Class 2 contains 55810 members
Entering Unmasked Estep
Score: -8895241.000000 Penalty: 3577.750488
Iteration 62Q: 3 clusters Score -8895241 nChanged 1062
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3511 members
Mstep: Class 2 contains 56872 members
Entering Unmasked Estep
Score: -8895023.000000 Penalty: 3577.750488
Iteration 63Q: 3 clusters Score -8895023 nChanged 782
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2729 members
Mstep: Class 2 contains 57654 members
Entering Unmasked Estep
Score: -8894680.000000 Penalty: 3577.750488
Iteration 64Q: 3 clusters Score -8894680 nChanged 573
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2156 members
Mstep: Class 2 contains 58227 members
Entering Unmasked Estep
Score: -8894328.000000 Penalty: 3577.750488
Iteration 65Q: 3 clusters Score -8894328 nChanged 449
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1709 members
Mstep: Class 2 contains 58674 members
Entering Unmasked Estep
Score: -8894012.000000 Penalty: 3577.750488
Iteration 66Q: 3 clusters Score -8894012 nChanged 343
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1366 members
Mstep: Class 2 contains 59017 members
Entering Unmasked Estep
Score: -8893829.000000 Penalty: 3577.750488
Iteration 67Q: 3 clusters Score -8893829 nChanged 252
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1114 members
Mstep: Class 2 contains 59269 members
Entering Unmasked Estep
Score: -8893613.000000 Penalty: 3577.750488
Iteration 68Q: 3 clusters Score -8893613 nChanged 158
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 956 members
Mstep: Class 2 contains 59427 members
Entering Unmasked Estep
Score: -8893534.000000 Penalty: 3577.750488
Iteration 69Q: 3 clusters Score -8893534 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 821 members
Mstep: Class 2 contains 59562 members
Entering Unmasked Estep
Score: -8893441.000000 Penalty: 3577.750488
Iteration 70Q: 3 clusters Score -8893441 nChanged 94
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 727 members
Mstep: Class 2 contains 59656 members
Entering Unmasked Estep
Score: -8893352.000000 Penalty: 3577.750488
Iteration 71Q: 3 clusters Score -8893352 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 671 members
Mstep: Class 2 contains 59712 members
Entering Unmasked Estep
Score: -8893312.000000 Penalty: 3577.750488
Iteration 72Q: 3 clusters Score -8893312 nChanged 55
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 618 members
Mstep: Class 2 contains 59765 members
Entering Unmasked Estep
Score: -8893256.000000 Penalty: 3577.750488
Iteration 73Q: 3 clusters Score -8893256 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 586 members
Mstep: Class 2 contains 59797 members
Entering Unmasked Estep
Score: -8893215.000000 Penalty: 3577.750488
Iteration 74Q: 3 clusters Score -8893215 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 554 members
Mstep: Class 2 contains 59829 members
Entering Unmasked Estep
Score: -8893208.000000 Penalty: 3577.750488
Iteration 75Q: 3 clusters Score -8893208 nChanged 28
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 526 members
Mstep: Class 2 contains 59857 members
Entering Unmasked Estep
Score: -8893173.000000 Penalty: 3577.750488
Iteration 76Q: 3 clusters Score -8893173 nChanged 23
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Mstep: Class 1 contains 505 members
Mstep: Class 2 contains 59878 members
Entering Unmasked Estep
Score: -8893168.000000 Penalty: 3577.750488
Iteration 77Q: 3 clusters Score -8893168 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 493 members
Mstep: Class 2 contains 59890 members
Entering Unmasked Estep
Score: -8893165.000000 Penalty: 3577.750488
Iteration 78Q: 3 clusters Score -8893165 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 481 members
Mstep: Class 2 contains 59902 members
Entering Unmasked Estep
Score: -8893168.000000 Penalty: 3577.750488
Iteration 79Q: 3 clusters Score -8893168 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 466 members
Mstep: Class 2 contains 59917 members
Entering Unmasked Estep
Score: -8893169.000000 Penalty: 3577.750488
Iteration 80F: 3 clusters Score -8893169 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 454 members
Mstep: Class 2 contains 59929 members
Entering Unmasked Estep
Score: -8893164.000000 Penalty: 3577.750488
Iteration 81Q: 3 clusters Score -8893164 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 445 members
Mstep: Class 2 contains 59938 members
Entering Unmasked Estep
Score: -8893153.000000 Penalty: 3577.750488
Iteration 82Q: 3 clusters Score -8893153 nChanged 3
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Mstep: Class 1 contains 442 members
Mstep: Class 2 contains 59941 members
Entering Unmasked Estep
Score: -8893144.000000 Penalty: 3577.750488
Iteration 83Q: 3 clusters Score -8893144 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 439 members
Mstep: Class 2 contains 59944 members
Entering Unmasked Estep
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Iteration 84Q: 3 clusters Score -8893144 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 436 members
Mstep: Class 2 contains 59947 members
Entering Unmasked Estep
Score: -8893140.000000 Penalty: 3577.750488
Iteration 85Q: 3 clusters Score -8893140 nChanged 3
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 433 members
Mstep: Class 2 contains 59950 members
Entering Unmasked Estep
Score: -8893134.000000 Penalty: 3577.750488
Iteration 86Q: 3 clusters Score -8893134 nChanged 2
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Mstep: Class 1 contains 431 members
Mstep: Class 2 contains 59952 members
Entering Unmasked Estep
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Iteration 87Q: 3 clusters Score -8893133 nChanged 1
Entering Unmasked Mstep
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Mstep: Class 1 contains 430 members
Mstep: Class 2 contains 59953 members
Entering Unmasked Estep
Score: -8893141.000000 Penalty: 3577.750488
Iteration 88Q: 3 clusters Score -8893141 nChanged 2
Entering Unmasked Mstep
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Mstep: Class 1 contains 428 members
Mstep: Class 2 contains 59955 members
Entering Unmasked Estep
Score: -8893132.000000 Penalty: 3577.750488
Iteration 89Q: 3 clusters Score -8893132 nChanged 3
Entering Unmasked Mstep
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Mstep: Class 1 contains 425 members
Mstep: Class 2 contains 59958 members
Entering Unmasked Estep
Score: -8893126.000000 Penalty: 3577.750488
Iteration 90Q: 3 clusters Score -8893126 nChanged 4
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Mstep: Class 1 contains 423 members
Mstep: Class 2 contains 59960 members
Entering Unmasked Estep
Score: -8893120.000000 Penalty: 3577.750488
Iteration 91Q: 3 clusters Score -8893120 nChanged 4
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Mstep: Class 1 contains 419 members
Mstep: Class 2 contains 59964 members
Entering Unmasked Estep
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Iteration 92Q: 3 clusters Score -8893120 nChanged 4
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Mstep: Class 1 contains 415 members
Mstep: Class 2 contains 59968 members
Entering Unmasked Estep
Score: -8893123.000000 Penalty: 3577.750488
Iteration 93Q: 3 clusters Score -8893123 nChanged 7
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Mstep: Class 1 contains 408 members
Mstep: Class 2 contains 59975 members
Entering Unmasked Estep
Score: -8893112.000000 Penalty: 3577.750488
Iteration 94Q: 3 clusters Score -8893112 nChanged 7
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Mstep: Class 1 contains 403 members
Mstep: Class 2 contains 59980 members
Entering Unmasked Estep
Score: -8893104.000000 Penalty: 3577.750488
Iteration 95Q: 3 clusters Score -8893104 nChanged 5
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Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 398 members
Mstep: Class 2 contains 59985 members
Entering Unmasked Estep
Score: -8893092.000000 Penalty: 3577.750488
Iteration 96Q: 3 clusters Score -8893092 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 396 members
Mstep: Class 2 contains 59987 members
Entering Unmasked Estep
Score: -8893094.000000 Penalty: 3577.750488
Iteration 97Q: 3 clusters Score -8893094 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 393 members
Mstep: Class 2 contains 59990 members
Entering Unmasked Estep
Score: -8893084.000000 Penalty: 3577.750488
Iteration 98Q: 3 clusters Score -8893084 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 392 members
Mstep: Class 2 contains 59991 members
Entering Unmasked Estep
Score: -8893084.000000 Penalty: 3577.750488
Iteration 99Q: 3 clusters Score -8893084 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 392 members
Mstep: Class 2 contains 59991 members
Entering Unmasked Estep
Score: -8893084.000000 Penalty: 3577.750488
Iteration 100F: 3 clusters Score -8893084 nChanged 0
Entering ConstructFrom:
Trying to split cluster 9 (47661 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 47661 members
Entering Unmasked Estep
Score: -7049883.000000 Penalty: 1750.428711
Iteration 0F: 2 clusters Score -7049883 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 23795 members
Mstep: Class 2 contains 23866 members
Entering Unmasked Estep
Score: -7020759.000000 Penalty: 3500.857422
Iteration 0F: 3 clusters Score -7020759 nChanged 22373
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22962 members
Mstep: Class 2 contains 24699 members
Entering Unmasked Estep
Score: -7033553.500000 Penalty: 3500.857422
Iteration 1F: 3 clusters Score -7033554 nChanged 2105
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 22447 members
Mstep: Class 2 contains 25214 members
Entering Unmasked Estep
Score: -7034270.000000 Penalty: 3500.857422
Iteration 2Q: 3 clusters Score -7034270 nChanged 2179
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 21724 members
Mstep: Class 2 contains 25937 members
Entering Unmasked Estep
Score: -7035135.500000 Penalty: 3500.857422
Iteration 3Q: 3 clusters Score -7035136 nChanged 2377
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 20691 members
Mstep: Class 2 contains 26970 members
Entering Unmasked Estep
Score: -7036240.500000 Penalty: 3500.857422
Iteration 4Q: 3 clusters Score -7036240 nChanged 2712
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 19401 members
Mstep: Class 2 contains 28260 members
Entering Unmasked Estep
Score: -7037787.500000 Penalty: 3500.857422
Iteration 5F: 3 clusters Score -7037788 nChanged 3038
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 17833 members
Mstep: Class 2 contains 29828 members
Entering Unmasked Estep
Score: -7039850.500000 Penalty: 3500.857422
Iteration 6F: 3 clusters Score -7039850 nChanged 3185
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 16250 members
Mstep: Class 2 contains 31411 members
Entering Unmasked Estep
Score: -7042294.500000 Penalty: 3500.857422
Iteration 7F: 3 clusters Score -7042294 nChanged 2756
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 15080 members
Mstep: Class 2 contains 32581 members
Entering Unmasked Estep
Score: -7043994.000000 Penalty: 3500.857422
Iteration 8F: 3 clusters Score -7043994 nChanged 1860
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 14148 members
Mstep: Class 2 contains 33513 members
Entering Unmasked Estep
Score: -7044699.000000 Penalty: 3500.857422
Iteration 9Q: 3 clusters Score -7044699 nChanged 1176
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 13314 members
Mstep: Class 2 contains 34347 members
Entering Unmasked Estep
Score: -7044962.500000 Penalty: 3500.857422
Iteration 10Q: 3 clusters Score -7044962 nChanged 893
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12559 members
Mstep: Class 2 contains 35102 members
Entering Unmasked Estep
Score: -7045121.000000 Penalty: 3500.857422
Iteration 11Q: 3 clusters Score -7045121 nChanged 802
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11825 members
Mstep: Class 2 contains 35836 members
Entering Unmasked Estep
Score: -7045255.000000 Penalty: 3500.857422
Iteration 12Q: 3 clusters Score -7045255 nChanged 706
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11189 members
Mstep: Class 2 contains 36472 members
Entering Unmasked Estep
Score: -7045364.000000 Penalty: 3500.857422
Iteration 13Q: 3 clusters Score -7045364 nChanged 685
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10570 members
Mstep: Class 2 contains 37091 members
Entering Unmasked Estep
Score: -7045494.000000 Penalty: 3500.857422
Iteration 14Q: 3 clusters Score -7045494 nChanged 619
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10011 members
Mstep: Class 2 contains 37650 members
Entering Unmasked Estep
Score: -7045582.000000 Penalty: 3500.857422
Iteration 15Q: 3 clusters Score -7045582 nChanged 542
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9517 members
Mstep: Class 2 contains 38144 members
Entering Unmasked Estep
Score: -7045729.500000 Penalty: 3500.857422
Iteration 16Q: 3 clusters Score -7045730 nChanged 532
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9037 members
Mstep: Class 2 contains 38624 members
Entering Unmasked Estep
Score: -7045867.000000 Penalty: 3500.857422
Iteration 17Q: 3 clusters Score -7045867 nChanged 521
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8582 members
Mstep: Class 2 contains 39079 members
Entering Unmasked Estep
Score: -7045973.500000 Penalty: 3500.857422
Iteration 18Q: 3 clusters Score -7045974 nChanged 493
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8177 members
Mstep: Class 2 contains 39484 members
Entering Unmasked Estep
Score: -7046105.000000 Penalty: 3500.857422
Iteration 19Q: 3 clusters Score -7046105 nChanged 441
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7820 members
Mstep: Class 2 contains 39841 members
Entering Unmasked Estep
Score: -7046263.500000 Penalty: 3500.857422
Iteration 20F: 3 clusters Score -7046264 nChanged 431
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7445 members
Mstep: Class 2 contains 40216 members
Entering Unmasked Estep
Score: -7046418.000000 Penalty: 3500.857422
Iteration 21Q: 3 clusters Score -7046418 nChanged 409
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7106 members
Mstep: Class 2 contains 40555 members
Entering Unmasked Estep
Score: -7046552.500000 Penalty: 3500.857422
Iteration 22Q: 3 clusters Score -7046552 nChanged 344
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6830 members
Mstep: Class 2 contains 40831 members
Entering Unmasked Estep
Score: -7046681.500000 Penalty: 3500.857422
Iteration 23Q: 3 clusters Score -7046682 nChanged 314
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6568 members
Mstep: Class 2 contains 41093 members
Entering Unmasked Estep
Score: -7046791.000000 Penalty: 3500.857422
Iteration 24Q: 3 clusters Score -7046791 nChanged 304
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6306 members
Mstep: Class 2 contains 41355 members
Entering Unmasked Estep
Score: -7046910.500000 Penalty: 3500.857422
Iteration 25Q: 3 clusters Score -7046910 nChanged 289
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6061 members
Mstep: Class 2 contains 41600 members
Entering Unmasked Estep
Score: -7047026.500000 Penalty: 3500.857422
Iteration 26Q: 3 clusters Score -7047026 nChanged 266
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5837 members
Mstep: Class 2 contains 41824 members
Entering Unmasked Estep
Score: -7047110.500000 Penalty: 3500.857422
Iteration 27Q: 3 clusters Score -7047110 nChanged 251
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5618 members
Mstep: Class 2 contains 42043 members
Entering Unmasked Estep
Score: -7047210.000000 Penalty: 3500.857422
Iteration 28Q: 3 clusters Score -7047210 nChanged 238
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5414 members
Mstep: Class 2 contains 42247 members
Entering Unmasked Estep
Score: -7047298.000000 Penalty: 3500.857422
Iteration 29Q: 3 clusters Score -7047298 nChanged 207
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5231 members
Mstep: Class 2 contains 42430 members
Entering Unmasked Estep
Score: -7047396.500000 Penalty: 3500.857422
Iteration 30Q: 3 clusters Score -7047396 nChanged 155
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5086 members
Mstep: Class 2 contains 42575 members
Entering Unmasked Estep
Score: -7047432.000000 Penalty: 3500.857422
Iteration 31Q: 3 clusters Score -7047432 nChanged 134
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4958 members
Mstep: Class 2 contains 42703 members
Entering Unmasked Estep
Score: -7047467.500000 Penalty: 3500.857422
Iteration 32Q: 3 clusters Score -7047468 nChanged 130
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4830 members
Mstep: Class 2 contains 42831 members
Entering Unmasked Estep
Score: -7047501.000000 Penalty: 3500.857422
Iteration 33Q: 3 clusters Score -7047501 nChanged 114
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4724 members
Mstep: Class 2 contains 42937 members
Entering Unmasked Estep
Score: -7047520.000000 Penalty: 3500.857422
Iteration 34Q: 3 clusters Score -7047520 nChanged 112
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4618 members
Mstep: Class 2 contains 43043 members
Entering Unmasked Estep
Score: -7047548.000000 Penalty: 3500.857422
Iteration 35Q: 3 clusters Score -7047548 nChanged 113
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4507 members
Mstep: Class 2 contains 43154 members
Entering Unmasked Estep
Score: -7047579.000000 Penalty: 3500.857422
Iteration 36Q: 3 clusters Score -7047579 nChanged 115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4394 members
Mstep: Class 2 contains 43267 members
Entering Unmasked Estep
Score: -7047613.500000 Penalty: 3500.857422
Iteration 37Q: 3 clusters Score -7047614 nChanged 127
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4275 members
Mstep: Class 2 contains 43386 members
Entering Unmasked Estep
Score: -7047631.500000 Penalty: 3500.857422
Iteration 38Q: 3 clusters Score -7047632 nChanged 111
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4170 members
Mstep: Class 2 contains 43491 members
Entering Unmasked Estep
Score: -7047666.500000 Penalty: 3500.857422
Iteration 39Q: 3 clusters Score -7047666 nChanged 91
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4083 members
Mstep: Class 2 contains 43578 members
Entering Unmasked Estep
Score: -7047708.000000 Penalty: 3500.857422
Iteration 40F: 3 clusters Score -7047708 nChanged 103
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3984 members
Mstep: Class 2 contains 43677 members
Entering Unmasked Estep
Score: -7047737.000000 Penalty: 3500.857422
Iteration 41Q: 3 clusters Score -7047737 nChanged 96
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3888 members
Mstep: Class 2 contains 43773 members
Entering Unmasked Estep
Score: -7047767.000000 Penalty: 3500.857422
Iteration 42Q: 3 clusters Score -7047767 nChanged 89
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3799 members
Mstep: Class 2 contains 43862 members
Entering Unmasked Estep
Score: -7047805.500000 Penalty: 3500.857422
Iteration 43Q: 3 clusters Score -7047806 nChanged 87
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3714 members
Mstep: Class 2 contains 43947 members
Entering Unmasked Estep
Score: -7047820.000000 Penalty: 3500.857422
Iteration 44Q: 3 clusters Score -7047820 nChanged 83
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3631 members
Mstep: Class 2 contains 44030 members
Entering Unmasked Estep
Score: -7047826.500000 Penalty: 3500.857422
Iteration 45Q: 3 clusters Score -7047826 nChanged 67
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3566 members
Mstep: Class 2 contains 44095 members
Entering Unmasked Estep
Score: -7047864.500000 Penalty: 3500.857422
Iteration 46Q: 3 clusters Score -7047864 nChanged 62
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3504 members
Mstep: Class 2 contains 44157 members
Entering Unmasked Estep
Score: -7047886.000000 Penalty: 3500.857422
Iteration 47Q: 3 clusters Score -7047886 nChanged 46
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3458 members
Mstep: Class 2 contains 44203 members
Entering Unmasked Estep
Score: -7047885.500000 Penalty: 3500.857422
Iteration 48Q: 3 clusters Score -7047886 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3405 members
Mstep: Class 2 contains 44256 members
Entering Unmasked Estep
Score: -7047885.000000 Penalty: 3500.857422
Iteration 49Q: 3 clusters Score -7047885 nChanged 57
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3348 members
Mstep: Class 2 contains 44313 members
Entering Unmasked Estep
Score: -7047895.000000 Penalty: 3500.857422
Iteration 50Q: 3 clusters Score -7047895 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3300 members
Mstep: Class 2 contains 44361 members
Entering Unmasked Estep
Score: -7047905.000000 Penalty: 3500.857422
Iteration 51Q: 3 clusters Score -7047905 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3253 members
Mstep: Class 2 contains 44408 members
Entering Unmasked Estep
Score: -7047905.000000 Penalty: 3500.857422
Iteration 52Q: 3 clusters Score -7047905 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3206 members
Mstep: Class 2 contains 44455 members
Entering Unmasked Estep
Score: -7047909.000000 Penalty: 3500.857422
Iteration 53Q: 3 clusters Score -7047909 nChanged 44
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3164 members
Mstep: Class 2 contains 44497 members
Entering Unmasked Estep
Score: -7047921.500000 Penalty: 3500.857422
Iteration 54Q: 3 clusters Score -7047922 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3115 members
Mstep: Class 2 contains 44546 members
Entering Unmasked Estep
Score: -7047926.000000 Penalty: 3500.857422
Iteration 55Q: 3 clusters Score -7047926 nChanged 47
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3070 members
Mstep: Class 2 contains 44591 members
Entering Unmasked Estep
Score: -7047937.500000 Penalty: 3500.857422
Iteration 56Q: 3 clusters Score -7047938 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3014 members
Mstep: Class 2 contains 44647 members
Entering Unmasked Estep
Score: -7047961.500000 Penalty: 3500.857422
Iteration 57Q: 3 clusters Score -7047962 nChanged 63
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2953 members
Mstep: Class 2 contains 44708 members
Entering Unmasked Estep
Score: -7047968.000000 Penalty: 3500.857422
Iteration 58Q: 3 clusters Score -7047968 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2905 members
Mstep: Class 2 contains 44756 members
Entering Unmasked Estep
Score: -7047969.500000 Penalty: 3500.857422
Iteration 59Q: 3 clusters Score -7047970 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2866 members
Mstep: Class 2 contains 44795 members
Entering Unmasked Estep
Score: -7047980.500000 Penalty: 3500.857422
Iteration 60F: 3 clusters Score -7047980 nChanged 48
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2818 members
Mstep: Class 2 contains 44843 members
Entering Unmasked Estep
Score: -7047989.000000 Penalty: 3500.857422
Iteration 61Q: 3 clusters Score -7047989 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2773 members
Mstep: Class 2 contains 44888 members
Entering Unmasked Estep
Score: -7048005.500000 Penalty: 3500.857422
Iteration 62Q: 3 clusters Score -7048006 nChanged 41
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2732 members
Mstep: Class 2 contains 44929 members
Entering Unmasked Estep
Score: -7048005.500000 Penalty: 3500.857422
Iteration 63Q: 3 clusters Score -7048006 nChanged 32
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2700 members
Mstep: Class 2 contains 44961 members
Entering Unmasked Estep
Score: -7048013.500000 Penalty: 3500.857422
Iteration 64Q: 3 clusters Score -7048014 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2661 members
Mstep: Class 2 contains 45000 members
Entering Unmasked Estep
Score: -7048028.000000 Penalty: 3500.857422
Iteration 65Q: 3 clusters Score -7048028 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2632 members
Mstep: Class 2 contains 45029 members
Entering Unmasked Estep
Score: -7048030.000000 Penalty: 3500.857422
Iteration 66Q: 3 clusters Score -7048030 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2607 members
Mstep: Class 2 contains 45054 members
Entering Unmasked Estep
Score: -7048040.000000 Penalty: 3500.857422
Iteration 67Q: 3 clusters Score -7048040 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2576 members
Mstep: Class 2 contains 45085 members
Entering Unmasked Estep
Score: -7048037.500000 Penalty: 3500.857422
Iteration 68Q: 3 clusters Score -7048038 nChanged 34
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2542 members
Mstep: Class 2 contains 45119 members
Entering Unmasked Estep
Score: -7048052.000000 Penalty: 3500.857422
Iteration 69Q: 3 clusters Score -7048052 nChanged 35
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2507 members
Mstep: Class 2 contains 45154 members
Entering Unmasked Estep
Score: -7048058.000000 Penalty: 3500.857422
Iteration 70Q: 3 clusters Score -7048058 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2478 members
Mstep: Class 2 contains 45183 members
Entering Unmasked Estep
Score: -7048066.000000 Penalty: 3500.857422
Iteration 71Q: 3 clusters Score -7048066 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2449 members
Mstep: Class 2 contains 45212 members
Entering Unmasked Estep
Score: -7048068.500000 Penalty: 3500.857422
Iteration 72Q: 3 clusters Score -7048068 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2419 members
Mstep: Class 2 contains 45242 members
Entering Unmasked Estep
Score: -7048076.000000 Penalty: 3500.857422
Iteration 73Q: 3 clusters Score -7048076 nChanged 39
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2382 members
Mstep: Class 2 contains 45279 members
Entering Unmasked Estep
Score: -7048083.000000 Penalty: 3500.857422
Iteration 74Q: 3 clusters Score -7048083 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2347 members
Mstep: Class 2 contains 45314 members
Entering Unmasked Estep
Score: -7048086.000000 Penalty: 3500.857422
Iteration 75Q: 3 clusters Score -7048086 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2318 members
Mstep: Class 2 contains 45343 members
Entering Unmasked Estep
Score: -7048097.500000 Penalty: 3500.857422
Iteration 76Q: 3 clusters Score -7048098 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2298 members
Mstep: Class 2 contains 45363 members
Entering Unmasked Estep
Score: -7048096.500000 Penalty: 3500.857422
Iteration 77Q: 3 clusters Score -7048096 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2275 members
Mstep: Class 2 contains 45386 members
Entering Unmasked Estep
Score: -7048090.500000 Penalty: 3500.857422
Iteration 78Q: 3 clusters Score -7048090 nChanged 26
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2249 members
Mstep: Class 2 contains 45412 members
Entering Unmasked Estep
Score: -7048112.500000 Penalty: 3500.857422
Iteration 79Q: 3 clusters Score -7048112 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2230 members
Mstep: Class 2 contains 45431 members
Entering Unmasked Estep
Score: -7048102.000000 Penalty: 3500.857422
Iteration 80F: 3 clusters Score -7048102 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2210 members
Mstep: Class 2 contains 45451 members
Entering Unmasked Estep
Score: -7048106.500000 Penalty: 3500.857422
Iteration 81Q: 3 clusters Score -7048106 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2191 members
Mstep: Class 2 contains 45470 members
Entering Unmasked Estep
Score: -7048111.500000 Penalty: 3500.857422
Iteration 82Q: 3 clusters Score -7048112 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2173 members
Mstep: Class 2 contains 45488 members
Entering Unmasked Estep
Score: -7048108.500000 Penalty: 3500.857422
Iteration 83Q: 3 clusters Score -7048108 nChanged 25
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2148 members
Mstep: Class 2 contains 45513 members
Entering Unmasked Estep
Score: -7048114.500000 Penalty: 3500.857422
Iteration 84Q: 3 clusters Score -7048114 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2131 members
Mstep: Class 2 contains 45530 members
Entering Unmasked Estep
Score: -7048117.000000 Penalty: 3500.857422
Iteration 85Q: 3 clusters Score -7048117 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2114 members
Mstep: Class 2 contains 45547 members
Entering Unmasked Estep
Score: -7048124.000000 Penalty: 3500.857422
Iteration 86Q: 3 clusters Score -7048124 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2100 members
Mstep: Class 2 contains 45561 members
Entering Unmasked Estep
Score: -7048117.500000 Penalty: 3500.857422
Iteration 87Q: 3 clusters Score -7048118 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2084 members
Mstep: Class 2 contains 45577 members
Entering Unmasked Estep
Score: -7048123.500000 Penalty: 3500.857422
Iteration 88Q: 3 clusters Score -7048124 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2076 members
Mstep: Class 2 contains 45585 members
Entering Unmasked Estep
Score: -7048134.000000 Penalty: 3500.857422
Iteration 89Q: 3 clusters Score -7048134 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2068 members
Mstep: Class 2 contains 45593 members
Entering Unmasked Estep
Score: -7048140.500000 Penalty: 3500.857422
Iteration 90Q: 3 clusters Score -7048140 nChanged 15
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2053 members
Mstep: Class 2 contains 45608 members
Entering Unmasked Estep
Score: -7048141.500000 Penalty: 3500.857422
Iteration 91Q: 3 clusters Score -7048142 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2044 members
Mstep: Class 2 contains 45617 members
Entering Unmasked Estep
Score: -7048134.500000 Penalty: 3500.857422
Iteration 92Q: 3 clusters Score -7048134 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2037 members
Mstep: Class 2 contains 45624 members
Entering Unmasked Estep
Score: -7048138.500000 Penalty: 3500.857422
Iteration 93Q: 3 clusters Score -7048138 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2029 members
Mstep: Class 2 contains 45632 members
Entering Unmasked Estep
Score: -7048144.000000 Penalty: 3500.857422
Iteration 94Q: 3 clusters Score -7048144 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2021 members
Mstep: Class 2 contains 45640 members
Entering Unmasked Estep
Score: -7048137.000000 Penalty: 3500.857422
Iteration 95Q: 3 clusters Score -7048137 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2011 members
Mstep: Class 2 contains 45650 members
Entering Unmasked Estep
Score: -7048131.000000 Penalty: 3500.857422
Iteration 96Q: 3 clusters Score -7048131 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1995 members
Mstep: Class 2 contains 45666 members
Entering Unmasked Estep
Score: -7048145.000000 Penalty: 3500.857422
Iteration 97Q: 3 clusters Score -7048145 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1982 members
Mstep: Class 2 contains 45679 members
Entering Unmasked Estep
Score: -7048153.000000 Penalty: 3500.857422
Iteration 98Q: 3 clusters Score -7048153 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1971 members
Mstep: Class 2 contains 45690 members
Entering Unmasked Estep
Score: -7048155.000000 Penalty: 3500.857422
Iteration 99Q: 3 clusters Score -7048155 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1963 members
Mstep: Class 2 contains 45698 members
Entering Unmasked Estep
Score: -7048155.000000 Penalty: 3500.857422
Iteration 100F: 3 clusters Score -7048155 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1950 members
Mstep: Class 2 contains 45711 members
Entering Unmasked Estep
Score: -7048157.500000 Penalty: 3500.857422
Iteration 101Q: 3 clusters Score -7048158 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1934 members
Mstep: Class 2 contains 45727 members
Entering Unmasked Estep
Score: -7048158.500000 Penalty: 3500.857422
Iteration 102Q: 3 clusters Score -7048158 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1920 members
Mstep: Class 2 contains 45741 members
Entering Unmasked Estep
Score: -7048162.500000 Penalty: 3500.857422
Iteration 103Q: 3 clusters Score -7048162 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1912 members
Mstep: Class 2 contains 45749 members
Entering Unmasked Estep
Score: -7048154.500000 Penalty: 3500.857422
Iteration 104Q: 3 clusters Score -7048154 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1903 members
Mstep: Class 2 contains 45758 members
Entering Unmasked Estep
Score: -7048157.500000 Penalty: 3500.857422
Iteration 105Q: 3 clusters Score -7048158 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1898 members
Mstep: Class 2 contains 45763 members
Entering Unmasked Estep
Score: -7048152.000000 Penalty: 3500.857422
Iteration 106Q: 3 clusters Score -7048152 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1890 members
Mstep: Class 2 contains 45771 members
Entering Unmasked Estep
Score: -7048152.500000 Penalty: 3500.857422
Iteration 107Q: 3 clusters Score -7048152 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1882 members
Mstep: Class 2 contains 45779 members
Entering Unmasked Estep
Score: -7048152.500000 Penalty: 3500.857422
Iteration 108Q: 3 clusters Score -7048152 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1875 members
Mstep: Class 2 contains 45786 members
Entering Unmasked Estep
Score: -7048148.000000 Penalty: 3500.857422
Iteration 109Q: 3 clusters Score -7048148 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1869 members
Mstep: Class 2 contains 45792 members
Entering Unmasked Estep
Score: -7048148.000000 Penalty: 3500.857422
Iteration 110Q: 3 clusters Score -7048148 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1867 members
Mstep: Class 2 contains 45794 members
Entering Unmasked Estep
Score: -7048152.500000 Penalty: 3500.857422
Iteration 111Q: 3 clusters Score -7048152 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1865 members
Mstep: Class 2 contains 45796 members
Entering Unmasked Estep
Score: -7048144.500000 Penalty: 3500.857422
Iteration 112Q: 3 clusters Score -7048144 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1865 members
Mstep: Class 2 contains 45796 members
Entering Unmasked Estep
Score: -7048144.500000 Penalty: 3500.857422
Iteration 113F: 3 clusters Score -7048144 nChanged 0
Entering ConstructFrom:
Trying to split cluster 10 (24974 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 24974 members
Entering Unmasked Estep
Score: -3673946.750000 Penalty: 1645.408447
Iteration 0F: 2 clusters Score -3673947 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 12400 members
Mstep: Class 2 contains 12574 members
Entering Unmasked Estep
Score: -3657113.000000 Penalty: 3290.816895
Iteration 0F: 3 clusters Score -3657113 nChanged 11414
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11684 members
Mstep: Class 2 contains 13290 members
Entering Unmasked Estep
Score: -3663544.750000 Penalty: 3290.816895
Iteration 1F: 3 clusters Score -3663545 nChanged 1245
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 11299 members
Mstep: Class 2 contains 13675 members
Entering Unmasked Estep
Score: -3664012.000000 Penalty: 3290.816895
Iteration 2Q: 3 clusters Score -3664012 nChanged 1172
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10829 members
Mstep: Class 2 contains 14145 members
Entering Unmasked Estep
Score: -3664483.000000 Penalty: 3290.816895
Iteration 3Q: 3 clusters Score -3664483 nChanged 1136
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 10193 members
Mstep: Class 2 contains 14781 members
Entering Unmasked Estep
Score: -3665039.500000 Penalty: 3290.816895
Iteration 4Q: 3 clusters Score -3665040 nChanged 1266
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 9365 members
Mstep: Class 2 contains 15609 members
Entering Unmasked Estep
Score: -3665768.500000 Penalty: 3290.816895
Iteration 5F: 3 clusters Score -3665768 nChanged 1279
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 8472 members
Mstep: Class 2 contains 16502 members
Entering Unmasked Estep
Score: -3666526.250000 Penalty: 3290.816895
Iteration 6F: 3 clusters Score -3666526 nChanged 1226
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 7608 members
Mstep: Class 2 contains 17366 members
Entering Unmasked Estep
Score: -3667322.000000 Penalty: 3290.816895
Iteration 7Q: 3 clusters Score -3667322 nChanged 1191
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 6713 members
Mstep: Class 2 contains 18261 members
Entering Unmasked Estep
Score: -3668223.750000 Penalty: 3290.816895
Iteration 8Q: 3 clusters Score -3668224 nChanged 1143
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5892 members
Mstep: Class 2 contains 19082 members
Entering Unmasked Estep
Score: -3669097.250000 Penalty: 3290.816895
Iteration 9Q: 3 clusters Score -3669097 nChanged 908
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 5224 members
Mstep: Class 2 contains 19750 members
Entering Unmasked Estep
Score: -3669695.250000 Penalty: 3290.816895
Iteration 10Q: 3 clusters Score -3669695 nChanged 708
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4684 members
Mstep: Class 2 contains 20290 members
Entering Unmasked Estep
Score: -3670059.500000 Penalty: 3290.816895
Iteration 11Q: 3 clusters Score -3670060 nChanged 531
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 4225 members
Mstep: Class 2 contains 20749 members
Entering Unmasked Estep
Score: -3670329.500000 Penalty: 3290.816895
Iteration 12Q: 3 clusters Score -3670330 nChanged 443
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3822 members
Mstep: Class 2 contains 21152 members
Entering Unmasked Estep
Score: -3670538.250000 Penalty: 3290.816895
Iteration 13Q: 3 clusters Score -3670538 nChanged 407
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3425 members
Mstep: Class 2 contains 21549 members
Entering Unmasked Estep
Score: -3670732.500000 Penalty: 3290.816895
Iteration 14Q: 3 clusters Score -3670732 nChanged 385
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 3044 members
Mstep: Class 2 contains 21930 members
Entering Unmasked Estep
Score: -3670944.000000 Penalty: 3290.816895
Iteration 15Q: 3 clusters Score -3670944 nChanged 388
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2664 members
Mstep: Class 2 contains 22310 members
Entering Unmasked Estep
Score: -3671146.500000 Penalty: 3290.816895
Iteration 16Q: 3 clusters Score -3671146 nChanged 327
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2337 members
Mstep: Class 2 contains 22637 members
Entering Unmasked Estep
Score: -3671310.750000 Penalty: 3290.816895
Iteration 17Q: 3 clusters Score -3671311 nChanged 302
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 2035 members
Mstep: Class 2 contains 22939 members
Entering Unmasked Estep
Score: -3671491.750000 Penalty: 3290.816895
Iteration 18Q: 3 clusters Score -3671492 nChanged 290
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1747 members
Mstep: Class 2 contains 23227 members
Entering Unmasked Estep
Score: -3671647.250000 Penalty: 3290.816895
Iteration 19Q: 3 clusters Score -3671647 nChanged 237
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1510 members
Mstep: Class 2 contains 23464 members
Entering Unmasked Estep
Score: -3671785.250000 Penalty: 3290.816895
Iteration 20F: 3 clusters Score -3671785 nChanged 215
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1295 members
Mstep: Class 2 contains 23679 members
Entering Unmasked Estep
Score: -3671917.500000 Penalty: 3290.816895
Iteration 21Q: 3 clusters Score -3671918 nChanged 169
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 1130 members
Mstep: Class 2 contains 23844 members
Entering Unmasked Estep
Score: -3672010.500000 Penalty: 3290.816895
Iteration 22Q: 3 clusters Score -3672010 nChanged 145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 987 members
Mstep: Class 2 contains 23987 members
Entering Unmasked Estep
Score: -3672108.750000 Penalty: 3290.816895
Iteration 23Q: 3 clusters Score -3672109 nChanged 121
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 872 members
Mstep: Class 2 contains 24102 members
Entering Unmasked Estep
Score: -3672174.250000 Penalty: 3290.816895
Iteration 24Q: 3 clusters Score -3672174 nChanged 95
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 777 members
Mstep: Class 2 contains 24197 members
Entering Unmasked Estep
Score: -3672245.750000 Penalty: 3290.816895
Iteration 25Q: 3 clusters Score -3672246 nChanged 82
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 701 members
Mstep: Class 2 contains 24273 members
Entering Unmasked Estep
Score: -3672305.750000 Penalty: 3290.816895
Iteration 26Q: 3 clusters Score -3672306 nChanged 66
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 637 members
Mstep: Class 2 contains 24337 members
Entering Unmasked Estep
Score: -3672351.500000 Penalty: 3290.816895
Iteration 27Q: 3 clusters Score -3672352 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 588 members
Mstep: Class 2 contains 24386 members
Entering Unmasked Estep
Score: -3672382.750000 Penalty: 3290.816895
Iteration 28Q: 3 clusters Score -3672383 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 559 members
Mstep: Class 2 contains 24415 members
Entering Unmasked Estep
Score: -3672401.750000 Penalty: 3290.816895
Iteration 29Q: 3 clusters Score -3672402 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 536 members
Mstep: Class 2 contains 24438 members
Entering Unmasked Estep
Score: -3672420.000000 Penalty: 3290.816895
Iteration 30Q: 3 clusters Score -3672420 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 515 members
Mstep: Class 2 contains 24459 members
Entering Unmasked Estep
Score: -3672432.000000 Penalty: 3290.816895
Iteration 31Q: 3 clusters Score -3672432 nChanged 21
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 496 members
Mstep: Class 2 contains 24478 members
Entering Unmasked Estep
Score: -3672440.500000 Penalty: 3290.816895
Iteration 32Q: 3 clusters Score -3672440 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 480 members
Mstep: Class 2 contains 24494 members
Entering Unmasked Estep
Score: -3672451.500000 Penalty: 3290.816895
Iteration 33Q: 3 clusters Score -3672452 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 464 members
Mstep: Class 2 contains 24510 members
Entering Unmasked Estep
Score: -3672467.000000 Penalty: 3290.816895
Iteration 34Q: 3 clusters Score -3672467 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 448 members
Mstep: Class 2 contains 24526 members
Entering Unmasked Estep
Score: -3672485.500000 Penalty: 3290.816895
Iteration 35Q: 3 clusters Score -3672486 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 436 members
Mstep: Class 2 contains 24538 members
Entering Unmasked Estep
Score: -3672496.500000 Penalty: 3290.816895
Iteration 36Q: 3 clusters Score -3672496 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 428 members
Mstep: Class 2 contains 24546 members
Entering Unmasked Estep
Score: -3672497.500000 Penalty: 3290.816895
Iteration 37Q: 3 clusters Score -3672498 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 425 members
Mstep: Class 2 contains 24549 members
Entering Unmasked Estep
Score: -3672500.250000 Penalty: 3290.816895
Iteration 38Q: 3 clusters Score -3672500 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 419 members
Mstep: Class 2 contains 24555 members
Entering Unmasked Estep
Score: -3672502.000000 Penalty: 3290.816895
Iteration 39Q: 3 clusters Score -3672502 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 415 members
Mstep: Class 2 contains 24559 members
Entering Unmasked Estep
Score: -3672507.750000 Penalty: 3290.816895
Iteration 40F: 3 clusters Score -3672508 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 412 members
Mstep: Class 2 contains 24562 members
Entering Unmasked Estep
Score: -3672505.000000 Penalty: 3290.816895
Iteration 41Q: 3 clusters Score -3672505 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 408 members
Mstep: Class 2 contains 24566 members
Entering Unmasked Estep
Score: -3672509.250000 Penalty: 3290.816895
Iteration 42Q: 3 clusters Score -3672509 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 404 members
Mstep: Class 2 contains 24570 members
Entering Unmasked Estep
Score: -3672508.750000 Penalty: 3290.816895
Iteration 43Q: 3 clusters Score -3672509 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 401 members
Mstep: Class 2 contains 24573 members
Entering Unmasked Estep
Score: -3672512.250000 Penalty: 3290.816895
Iteration 44Q: 3 clusters Score -3672512 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 400 members
Mstep: Class 2 contains 24574 members
Entering Unmasked Estep
Score: -3672514.250000 Penalty: 3290.816895
Iteration 45Q: 3 clusters Score -3672514 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 399 members
Mstep: Class 2 contains 24575 members
Entering Unmasked Estep
Score: -3672512.000000 Penalty: 3290.816895
Iteration 46Q: 3 clusters Score -3672512 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 397 members
Mstep: Class 2 contains 24577 members
Entering Unmasked Estep
Score: -3672519.250000 Penalty: 3290.816895
Iteration 47Q: 3 clusters Score -3672519 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 395 members
Mstep: Class 2 contains 24579 members
Entering Unmasked Estep
Score: -3672520.750000 Penalty: 3290.816895
Iteration 48Q: 3 clusters Score -3672521 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 394 members
Mstep: Class 2 contains 24580 members
Entering Unmasked Estep
Score: -3672517.750000 Penalty: 3290.816895
Iteration 49Q: 3 clusters Score -3672518 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 392 members
Mstep: Class 2 contains 24582 members
Entering Unmasked Estep
Score: -3672518.750000 Penalty: 3290.816895
Iteration 50Q: 3 clusters Score -3672519 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 392 members
Mstep: Class 2 contains 24582 members
Entering Unmasked Estep
Score: -3672518.750000 Penalty: 3290.816895
Iteration 51F: 3 clusters Score -3672519 nChanged 0
Entering ConstructFrom:
Trying to split cluster 11 (64184 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 64184 members
Entering Unmasked Estep
Score: -9607767.000000 Penalty: 1798.795288
Iteration 0F: 2 clusters Score -9607767 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31984 members
Mstep: Class 2 contains 32200 members
Entering Unmasked Estep
Score: -9571095.000000 Penalty: 3597.590576
Iteration 0F: 3 clusters Score -9571095 nChanged 30510
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30546 members
Mstep: Class 2 contains 33638 members
Entering Unmasked Estep
Score: -9588941.000000 Penalty: 3597.590576
Iteration 1F: 3 clusters Score -9588941 nChanged 3183
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30411 members
Mstep: Class 2 contains 33773 members
Entering Unmasked Estep
Score: -9589712.000000 Penalty: 3597.590576
Iteration 2Q: 3 clusters Score -9589712 nChanged 3063
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30508 members
Mstep: Class 2 contains 33676 members
Entering Unmasked Estep
Score: -9590530.000000 Penalty: 3597.590576
Iteration 3Q: 3 clusters Score -9590530 nChanged 3133
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30981 members
Mstep: Class 2 contains 33203 members
Entering Unmasked Estep
Score: -9591535.000000 Penalty: 3597.590576
Iteration 4Q: 3 clusters Score -9591535 nChanged 3373
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31828 members
Mstep: Class 2 contains 32356 members
Entering Unmasked Estep
Score: -9593007.000000 Penalty: 3597.590576
Iteration 5F: 3 clusters Score -9593007 nChanged 3780
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 32970 members
Mstep: Class 2 contains 31214 members
Entering Unmasked Estep
Score: -9594905.000000 Penalty: 3597.590576
Iteration 6F: 3 clusters Score -9594905 nChanged 4110
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34246 members
Mstep: Class 2 contains 29938 members
Entering Unmasked Estep
Score: -9597261.000000 Penalty: 3597.590576
Iteration 7F: 3 clusters Score -9597261 nChanged 4052
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35358 members
Mstep: Class 2 contains 28826 members
Entering Unmasked Estep
Score: -9599913.000000 Penalty: 3597.590576
Iteration 8F: 3 clusters Score -9599913 nChanged 3795
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36137 members
Mstep: Class 2 contains 28047 members
Entering Unmasked Estep
Score: -9602065.000000 Penalty: 3597.590576
Iteration 9F: 3 clusters Score -9602065 nChanged 3003
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36424 members
Mstep: Class 2 contains 27760 members
Entering Unmasked Estep
Score: -9603465.000000 Penalty: 3597.590576
Iteration 10Q: 3 clusters Score -9603465 nChanged 2217
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36455 members
Mstep: Class 2 contains 27729 members
Entering Unmasked Estep
Score: -9604137.000000 Penalty: 3597.590576
Iteration 11Q: 3 clusters Score -9604137 nChanged 1576
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36293 members
Mstep: Class 2 contains 27891 members
Entering Unmasked Estep
Score: -9604459.000000 Penalty: 3597.590576
Iteration 12Q: 3 clusters Score -9604459 nChanged 1169
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36106 members
Mstep: Class 2 contains 28078 members
Entering Unmasked Estep
Score: -9604680.000000 Penalty: 3597.590576
Iteration 13Q: 3 clusters Score -9604680 nChanged 957
Entering Unmasked Mstep
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Mstep: Class 1 contains 35889 members
Mstep: Class 2 contains 28295 members
Entering Unmasked Estep
Score: -9604839.000000 Penalty: 3597.590576
Iteration 14Q: 3 clusters Score -9604839 nChanged 905
Entering Unmasked Mstep
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Mstep: Class 1 contains 35608 members
Mstep: Class 2 contains 28576 members
Entering Unmasked Estep
Score: -9605023.000000 Penalty: 3597.590576
Iteration 15Q: 3 clusters Score -9605023 nChanged 859
Entering Unmasked Mstep
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Mstep: Class 1 contains 35311 members
Mstep: Class 2 contains 28873 members
Entering Unmasked Estep
Score: -9605217.000000 Penalty: 3597.590576
Iteration 16Q: 3 clusters Score -9605217 nChanged 814
Entering Unmasked Mstep
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Mstep: Class 1 contains 35027 members
Mstep: Class 2 contains 29157 members
Entering Unmasked Estep
Score: -9605364.000000 Penalty: 3597.590576
Iteration 17Q: 3 clusters Score -9605364 nChanged 736
Entering Unmasked Mstep
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Mstep: Class 1 contains 34831 members
Mstep: Class 2 contains 29353 members
Entering Unmasked Estep
Score: -9605461.000000 Penalty: 3597.590576
Iteration 18Q: 3 clusters Score -9605461 nChanged 694
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34659 members
Mstep: Class 2 contains 29525 members
Entering Unmasked Estep
Score: -9605575.000000 Penalty: 3597.590576
Iteration 19Q: 3 clusters Score -9605575 nChanged 686
Entering Unmasked Mstep
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Mstep: Class 1 contains 34547 members
Mstep: Class 2 contains 29637 members
Entering Unmasked Estep
Score: -9605612.000000 Penalty: 3597.590576
Iteration 20F: 3 clusters Score -9605612 nChanged 611
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34520 members
Mstep: Class 2 contains 29664 members
Entering Unmasked Estep
Score: -9605726.000000 Penalty: 3597.590576
Iteration 21Q: 3 clusters Score -9605726 nChanged 575
Entering Unmasked Mstep
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Mstep: Class 1 contains 34543 members
Mstep: Class 2 contains 29641 members
Entering Unmasked Estep
Score: -9605857.000000 Penalty: 3597.590576
Iteration 22Q: 3 clusters Score -9605857 nChanged 546
Entering Unmasked Mstep
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Mstep: Class 1 contains 34591 members
Mstep: Class 2 contains 29593 members
Entering Unmasked Estep
Score: -9606002.000000 Penalty: 3597.590576
Iteration 23Q: 3 clusters Score -9606002 nChanged 517
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34654 members
Mstep: Class 2 contains 29530 members
Entering Unmasked Estep
Score: -9606081.000000 Penalty: 3597.590576
Iteration 24Q: 3 clusters Score -9606081 nChanged 457
Entering Unmasked Mstep
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Mstep: Class 1 contains 34759 members
Mstep: Class 2 contains 29425 members
Entering Unmasked Estep
Score: -9606208.000000 Penalty: 3597.590576
Iteration 25Q: 3 clusters Score -9606208 nChanged 431
Entering Unmasked Mstep
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Mstep: Class 1 contains 34890 members
Mstep: Class 2 contains 29294 members
Entering Unmasked Estep
Score: -9606267.000000 Penalty: 3597.590576
Iteration 26Q: 3 clusters Score -9606267 nChanged 381
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35033 members
Mstep: Class 2 contains 29151 members
Entering Unmasked Estep
Score: -9606324.000000 Penalty: 3597.590576
Iteration 27Q: 3 clusters Score -9606324 nChanged 350
Entering Unmasked Mstep
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Mstep: Class 1 contains 35177 members
Mstep: Class 2 contains 29007 members
Entering Unmasked Estep
Score: -9606387.000000 Penalty: 3597.590576
Iteration 28Q: 3 clusters Score -9606387 nChanged 286
Entering Unmasked Mstep
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Mstep: Class 1 contains 35267 members
Mstep: Class 2 contains 28917 members
Entering Unmasked Estep
Score: -9606390.000000 Penalty: 3597.590576
Iteration 29Q: 3 clusters Score -9606390 nChanged 309
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35358 members
Mstep: Class 2 contains 28826 members
Entering Unmasked Estep
Score: -9606455.000000 Penalty: 3597.590576
Iteration 30Q: 3 clusters Score -9606455 nChanged 303
Entering Unmasked Mstep
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Mstep: Class 1 contains 35451 members
Mstep: Class 2 contains 28733 members
Entering Unmasked Estep
Score: -9606486.000000 Penalty: 3597.590576
Iteration 31Q: 3 clusters Score -9606486 nChanged 279
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35518 members
Mstep: Class 2 contains 28666 members
Entering Unmasked Estep
Score: -9606520.000000 Penalty: 3597.590576
Iteration 32Q: 3 clusters Score -9606520 nChanged 258
Entering Unmasked Mstep
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Mstep: Class 1 contains 35590 members
Mstep: Class 2 contains 28594 members
Entering Unmasked Estep
Score: -9606542.000000 Penalty: 3597.590576
Iteration 33Q: 3 clusters Score -9606542 nChanged 217
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35645 members
Mstep: Class 2 contains 28539 members
Entering Unmasked Estep
Score: -9606592.000000 Penalty: 3597.590576
Iteration 34Q: 3 clusters Score -9606592 nChanged 181
Entering Unmasked Mstep
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Mstep: Class 1 contains 35696 members
Mstep: Class 2 contains 28488 members
Entering Unmasked Estep
Score: -9606606.000000 Penalty: 3597.590576
Iteration 35Q: 3 clusters Score -9606606 nChanged 166
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35742 members
Mstep: Class 2 contains 28442 members
Entering Unmasked Estep
Score: -9606618.000000 Penalty: 3597.590576
Iteration 36Q: 3 clusters Score -9606618 nChanged 149
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35757 members
Mstep: Class 2 contains 28427 members
Entering Unmasked Estep
Score: -9606639.000000 Penalty: 3597.590576
Iteration 37Q: 3 clusters Score -9606639 nChanged 145
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35770 members
Mstep: Class 2 contains 28414 members
Entering Unmasked Estep
Score: -9606655.000000 Penalty: 3597.590576
Iteration 38Q: 3 clusters Score -9606655 nChanged 123
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35785 members
Mstep: Class 2 contains 28399 members
Entering Unmasked Estep
Score: -9606660.000000 Penalty: 3597.590576
Iteration 39Q: 3 clusters Score -9606660 nChanged 133
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35786 members
Mstep: Class 2 contains 28398 members
Entering Unmasked Estep
Score: -9606691.000000 Penalty: 3597.590576
Iteration 40F: 3 clusters Score -9606691 nChanged 137
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35797 members
Mstep: Class 2 contains 28387 members
Entering Unmasked Estep
Score: -9606687.000000 Penalty: 3597.590576
Iteration 41Q: 3 clusters Score -9606687 nChanged 115
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35792 members
Mstep: Class 2 contains 28392 members
Entering Unmasked Estep
Score: -9606694.000000 Penalty: 3597.590576
Iteration 42Q: 3 clusters Score -9606694 nChanged 105
Entering Unmasked Mstep
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Mstep: Class 1 contains 35789 members
Mstep: Class 2 contains 28395 members
Entering Unmasked Estep
Score: -9606681.000000 Penalty: 3597.590576
Iteration 43Q: 3 clusters Score -9606681 nChanged 90
Entering Unmasked Mstep
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Mstep: Class 1 contains 35783 members
Mstep: Class 2 contains 28401 members
Entering Unmasked Estep
Score: -9606674.000000 Penalty: 3597.590576
Iteration 44Q: 3 clusters Score -9606674 nChanged 89
Entering Unmasked Mstep
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Mstep: Class 1 contains 35772 members
Mstep: Class 2 contains 28412 members
Entering Unmasked Estep
Score: -9606696.000000 Penalty: 3597.590576
Iteration 45Q: 3 clusters Score -9606696 nChanged 78
Entering Unmasked Mstep
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Mstep: Class 1 contains 35748 members
Mstep: Class 2 contains 28436 members
Entering Unmasked Estep
Score: -9606679.000000 Penalty: 3597.590576
Iteration 46Q: 3 clusters Score -9606679 nChanged 70
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35738 members
Mstep: Class 2 contains 28446 members
Entering Unmasked Estep
Score: -9606654.000000 Penalty: 3597.590576
Iteration 47Q: 3 clusters Score -9606654 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35724 members
Mstep: Class 2 contains 28460 members
Entering Unmasked Estep
Score: -9606634.000000 Penalty: 3597.590576
Iteration 48Q: 3 clusters Score -9606634 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35706 members
Mstep: Class 2 contains 28478 members
Entering Unmasked Estep
Score: -9606650.000000 Penalty: 3597.590576
Iteration 49Q: 3 clusters Score -9606650 nChanged 68
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35694 members
Mstep: Class 2 contains 28490 members
Entering Unmasked Estep
Score: -9606664.000000 Penalty: 3597.590576
Iteration 50Q: 3 clusters Score -9606664 nChanged 56
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35666 members
Mstep: Class 2 contains 28518 members
Entering Unmasked Estep
Score: -9606661.000000 Penalty: 3597.590576
Iteration 51Q: 3 clusters Score -9606661 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35644 members
Mstep: Class 2 contains 28540 members
Entering Unmasked Estep
Score: -9606668.000000 Penalty: 3597.590576
Iteration 52Q: 3 clusters Score -9606668 nChanged 49
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35641 members
Mstep: Class 2 contains 28543 members
Entering Unmasked Estep
Score: -9606673.000000 Penalty: 3597.590576
Iteration 53Q: 3 clusters Score -9606673 nChanged 36
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35639 members
Mstep: Class 2 contains 28545 members
Entering Unmasked Estep
Score: -9606654.000000 Penalty: 3597.590576
Iteration 54Q: 3 clusters Score -9606654 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35638 members
Mstep: Class 2 contains 28546 members
Entering Unmasked Estep
Score: -9606647.000000 Penalty: 3597.590576
Iteration 55Q: 3 clusters Score -9606647 nChanged 20
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35634 members
Mstep: Class 2 contains 28550 members
Entering Unmasked Estep
Score: -9606638.000000 Penalty: 3597.590576
Iteration 56Q: 3 clusters Score -9606638 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35623 members
Mstep: Class 2 contains 28561 members
Entering Unmasked Estep
Score: -9606637.000000 Penalty: 3597.590576
Iteration 57Q: 3 clusters Score -9606637 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35612 members
Mstep: Class 2 contains 28572 members
Entering Unmasked Estep
Score: -9606618.000000 Penalty: 3597.590576
Iteration 58Q: 3 clusters Score -9606618 nChanged 18
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35606 members
Mstep: Class 2 contains 28578 members
Entering Unmasked Estep
Score: -9606627.000000 Penalty: 3597.590576
Iteration 59Q: 3 clusters Score -9606627 nChanged 16
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35602 members
Mstep: Class 2 contains 28582 members
Entering Unmasked Estep
Score: -9606632.000000 Penalty: 3597.590576
Iteration 60F: 3 clusters Score -9606632 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35603 members
Mstep: Class 2 contains 28581 members
Entering Unmasked Estep
Score: -9606628.000000 Penalty: 3597.590576
Iteration 61Q: 3 clusters Score -9606628 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35599 members
Mstep: Class 2 contains 28585 members
Entering Unmasked Estep
Score: -9606634.000000 Penalty: 3597.590576
Iteration 62Q: 3 clusters Score -9606634 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35591 members
Mstep: Class 2 contains 28593 members
Entering Unmasked Estep
Score: -9606636.000000 Penalty: 3597.590576
Iteration 63Q: 3 clusters Score -9606636 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35593 members
Mstep: Class 2 contains 28591 members
Entering Unmasked Estep
Score: -9606618.000000 Penalty: 3597.590576
Iteration 64Q: 3 clusters Score -9606618 nChanged 10
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35599 members
Mstep: Class 2 contains 28585 members
Entering Unmasked Estep
Score: -9606625.000000 Penalty: 3597.590576
Iteration 65Q: 3 clusters Score -9606625 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35601 members
Mstep: Class 2 contains 28583 members
Entering Unmasked Estep
Score: -9606625.000000 Penalty: 3597.590576
Iteration 66Q: 3 clusters Score -9606625 nChanged 14
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35609 members
Mstep: Class 2 contains 28575 members
Entering Unmasked Estep
Score: -9606621.000000 Penalty: 3597.590576
Iteration 67Q: 3 clusters Score -9606621 nChanged 13
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35608 members
Mstep: Class 2 contains 28576 members
Entering Unmasked Estep
Score: -9606623.000000 Penalty: 3597.590576
Iteration 68Q: 3 clusters Score -9606623 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35604 members
Mstep: Class 2 contains 28580 members
Entering Unmasked Estep
Score: -9606615.000000 Penalty: 3597.590576
Iteration 69Q: 3 clusters Score -9606615 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35603 members
Mstep: Class 2 contains 28581 members
Entering Unmasked Estep
Score: -9606613.000000 Penalty: 3597.590576
Iteration 70Q: 3 clusters Score -9606613 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35603 members
Mstep: Class 2 contains 28581 members
Entering Unmasked Estep
Score: -9606624.000000 Penalty: 3597.590576
Iteration 71Q: 3 clusters Score -9606624 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35595 members
Mstep: Class 2 contains 28589 members
Entering Unmasked Estep
Score: -9606623.000000 Penalty: 3597.590576
Iteration 72Q: 3 clusters Score -9606623 nChanged 12
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35591 members
Mstep: Class 2 contains 28593 members
Entering Unmasked Estep
Score: -9606637.000000 Penalty: 3597.590576
Iteration 73Q: 3 clusters Score -9606637 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35586 members
Mstep: Class 2 contains 28598 members
Entering Unmasked Estep
Score: -9606644.000000 Penalty: 3597.590576
Iteration 74Q: 3 clusters Score -9606644 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35584 members
Mstep: Class 2 contains 28600 members
Entering Unmasked Estep
Score: -9606645.000000 Penalty: 3597.590576
Iteration 75Q: 3 clusters Score -9606645 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35581 members
Mstep: Class 2 contains 28603 members
Entering Unmasked Estep
Score: -9606645.000000 Penalty: 3597.590576
Iteration 76Q: 3 clusters Score -9606645 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35581 members
Mstep: Class 2 contains 28603 members
Entering Unmasked Estep
Score: -9606651.000000 Penalty: 3597.590576
Iteration 77Q: 3 clusters Score -9606651 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35580 members
Mstep: Class 2 contains 28604 members
Entering Unmasked Estep
Score: -9606638.000000 Penalty: 3597.590576
Iteration 78Q: 3 clusters Score -9606638 nChanged 8
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35580 members
Mstep: Class 2 contains 28604 members
Entering Unmasked Estep
Score: -9606635.000000 Penalty: 3597.590576
Iteration 79Q: 3 clusters Score -9606635 nChanged 5
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35581 members
Mstep: Class 2 contains 28603 members
Entering Unmasked Estep
Score: -9606643.000000 Penalty: 3597.590576
Iteration 80F: 3 clusters Score -9606643 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35579 members
Mstep: Class 2 contains 28605 members
Entering Unmasked Estep
Score: -9606640.000000 Penalty: 3597.590576
Iteration 81Q: 3 clusters Score -9606640 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35584 members
Mstep: Class 2 contains 28600 members
Entering Unmasked Estep
Score: -9606636.000000 Penalty: 3597.590576
Iteration 82Q: 3 clusters Score -9606636 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35586 members
Mstep: Class 2 contains 28598 members
Entering Unmasked Estep
Score: -9606625.000000 Penalty: 3597.590576
Iteration 83Q: 3 clusters Score -9606625 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35590 members
Mstep: Class 2 contains 28594 members
Entering Unmasked Estep
Score: -9606627.000000 Penalty: 3597.590576
Iteration 84Q: 3 clusters Score -9606627 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35592 members
Mstep: Class 2 contains 28592 members
Entering Unmasked Estep
Score: -9606630.000000 Penalty: 3597.590576
Iteration 85Q: 3 clusters Score -9606630 nChanged 4
Entering Unmasked Mstep
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Mstep: Class 1 contains 35594 members
Mstep: Class 2 contains 28590 members
Entering Unmasked Estep
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Iteration 86Q: 3 clusters Score -9606630 nChanged 6
Entering Unmasked Mstep
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Mstep: Class 1 contains 35592 members
Mstep: Class 2 contains 28592 members
Entering Unmasked Estep
Score: -9606629.000000 Penalty: 3597.590576
Iteration 87Q: 3 clusters Score -9606629 nChanged 4
Entering Unmasked Mstep
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Mstep: Class 1 contains 35592 members
Mstep: Class 2 contains 28592 members
Entering Unmasked Estep
Score: -9606627.000000 Penalty: 3597.590576
Iteration 88Q: 3 clusters Score -9606627 nChanged 6
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35588 members
Mstep: Class 2 contains 28596 members
Entering Unmasked Estep
Score: -9606630.000000 Penalty: 3597.590576
Iteration 89Q: 3 clusters Score -9606630 nChanged 4
Entering Unmasked Mstep
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Mstep: Class 1 contains 35588 members
Mstep: Class 2 contains 28596 members
Entering Unmasked Estep
Score: -9606629.000000 Penalty: 3597.590576
Iteration 90Q: 3 clusters Score -9606629 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35587 members
Mstep: Class 2 contains 28597 members
Entering Unmasked Estep
Score: -9606636.000000 Penalty: 3597.590576
Iteration 91Q: 3 clusters Score -9606636 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35587 members
Mstep: Class 2 contains 28597 members
Entering Unmasked Estep
Score: -9606632.000000 Penalty: 3597.590576
Iteration 92Q: 3 clusters Score -9606632 nChanged 2
Entering Unmasked Mstep
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Mstep: Class 1 contains 35589 members
Mstep: Class 2 contains 28595 members
Entering Unmasked Estep
Score: -9606627.000000 Penalty: 3597.590576
Iteration 93Q: 3 clusters Score -9606627 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35588 members
Mstep: Class 2 contains 28596 members
Entering Unmasked Estep
Score: -9606625.000000 Penalty: 3597.590576
Iteration 94Q: 3 clusters Score -9606625 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35587 members
Mstep: Class 2 contains 28597 members
Entering Unmasked Estep
Score: -9606630.000000 Penalty: 3597.590576
Iteration 95Q: 3 clusters Score -9606630 nChanged 4
Entering Unmasked Mstep
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Mstep: Class 1 contains 35587 members
Mstep: Class 2 contains 28597 members
Entering Unmasked Estep
Score: -9606632.000000 Penalty: 3597.590576
Iteration 96Q: 3 clusters Score -9606632 nChanged 1
Entering Unmasked Mstep
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Mstep: Class 1 contains 35588 members
Mstep: Class 2 contains 28596 members
Entering Unmasked Estep
Score: -9606633.000000 Penalty: 3597.590576
Iteration 97Q: 3 clusters Score -9606633 nChanged 0
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Mstep: Class 1 contains 35588 members
Mstep: Class 2 contains 28596 members
Entering Unmasked Estep
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Iteration 98F: 3 clusters Score -9606633 nChanged 0
Entering ConstructFrom:
Trying to split cluster 12 (61509 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
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Mstep: Class 1 contains 61509 members
Entering Unmasked Estep
Score: -9191119.000000 Penalty: 1791.877441
Iteration 0F: 2 clusters Score -9191119 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
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Mstep: Class 1 contains 30788 members
Mstep: Class 2 contains 30721 members
Entering Unmasked Estep
Score: -9160672.000000 Penalty: 3583.754883
Iteration 0F: 3 clusters Score -9160672 nChanged 29063
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30647 members
Mstep: Class 2 contains 30862 members
Entering Unmasked Estep
Score: -9177131.000000 Penalty: 3583.754883
Iteration 1F: 3 clusters Score -9177131 nChanged 2712
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30245 members
Mstep: Class 2 contains 31264 members
Entering Unmasked Estep
Score: -9178174.000000 Penalty: 3583.754883
Iteration 2Q: 3 clusters Score -9178174 nChanged 3085
Entering Unmasked Mstep
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Mstep: Class 1 contains 29610 members
Mstep: Class 2 contains 31899 members
Entering Unmasked Estep
Score: -9179583.000000 Penalty: 3583.754883
Iteration 3F: 3 clusters Score -9179583 nChanged 3682
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28852 members
Mstep: Class 2 contains 32657 members
Entering Unmasked Estep
Score: -9181660.000000 Penalty: 3583.754883
Iteration 4F: 3 clusters Score -9181660 nChanged 4231
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28133 members
Mstep: Class 2 contains 33376 members
Entering Unmasked Estep
Score: -9184576.000000 Penalty: 3583.754883
Iteration 5F: 3 clusters Score -9184576 nChanged 4666
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27721 members
Mstep: Class 2 contains 33788 members
Entering Unmasked Estep
Score: -9188211.000000 Penalty: 3583.754883
Iteration 6F: 3 clusters Score -9188211 nChanged 4532
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 27855 members
Mstep: Class 2 contains 33654 members
Entering Unmasked Estep
Score: -9191282.000000 Penalty: 3583.754883
Iteration 7F: 3 clusters Score -9191282 nChanged 3613
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 28454 members
Mstep: Class 2 contains 33055 members
Entering Unmasked Estep
Score: -9192828.000000 Penalty: 3583.754883
Iteration 8F: 3 clusters Score -9192828 nChanged 2284
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29142 members
Mstep: Class 2 contains 32367 members
Entering Unmasked Estep
Score: -9193255.000000 Penalty: 3583.754883
Iteration 9Q: 3 clusters Score -9193255 nChanged 1272
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 29632 members
Mstep: Class 2 contains 31877 members
Entering Unmasked Estep
Score: -9193339.000000 Penalty: 3583.754883
Iteration 10Q: 3 clusters Score -9193339 nChanged 900
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30076 members
Mstep: Class 2 contains 31433 members
Entering Unmasked Estep
Score: -9193439.000000 Penalty: 3583.754883
Iteration 11Q: 3 clusters Score -9193439 nChanged 784
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30434 members
Mstep: Class 2 contains 31075 members
Entering Unmasked Estep
Score: -9193540.000000 Penalty: 3583.754883
Iteration 12Q: 3 clusters Score -9193540 nChanged 737
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30777 members
Mstep: Class 2 contains 30732 members
Entering Unmasked Estep
Score: -9193673.000000 Penalty: 3583.754883
Iteration 13Q: 3 clusters Score -9193673 nChanged 590
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 30957 members
Mstep: Class 2 contains 30552 members
Entering Unmasked Estep
Score: -9193771.000000 Penalty: 3583.754883
Iteration 14Q: 3 clusters Score -9193771 nChanged 561
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31124 members
Mstep: Class 2 contains 30385 members
Entering Unmasked Estep
Score: -9193776.000000 Penalty: 3583.754883
Iteration 15Q: 3 clusters Score -9193776 nChanged 519
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31267 members
Mstep: Class 2 contains 30242 members
Entering Unmasked Estep
Score: -9193827.000000 Penalty: 3583.754883
Iteration 16Q: 3 clusters Score -9193827 nChanged 459
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31328 members
Mstep: Class 2 contains 30181 members
Entering Unmasked Estep
Score: -9193873.000000 Penalty: 3583.754883
Iteration 17Q: 3 clusters Score -9193873 nChanged 427
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31417 members
Mstep: Class 2 contains 30092 members
Entering Unmasked Estep
Score: -9193871.000000 Penalty: 3583.754883
Iteration 18Q: 3 clusters Score -9193871 nChanged 378
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31485 members
Mstep: Class 2 contains 30024 members
Entering Unmasked Estep
Score: -9193887.000000 Penalty: 3583.754883
Iteration 19Q: 3 clusters Score -9193887 nChanged 356
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31517 members
Mstep: Class 2 contains 29992 members
Entering Unmasked Estep
Score: -9193897.000000 Penalty: 3583.754883
Iteration 20F: 3 clusters Score -9193897 nChanged 369
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31552 members
Mstep: Class 2 contains 29957 members
Entering Unmasked Estep
Score: -9193909.000000 Penalty: 3583.754883
Iteration 21Q: 3 clusters Score -9193909 nChanged 390
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31554 members
Mstep: Class 2 contains 29955 members
Entering Unmasked Estep
Score: -9193923.000000 Penalty: 3583.754883
Iteration 22Q: 3 clusters Score -9193923 nChanged 366
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31536 members
Mstep: Class 2 contains 29973 members
Entering Unmasked Estep
Score: -9193949.000000 Penalty: 3583.754883
Iteration 23Q: 3 clusters Score -9193949 nChanged 333
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31511 members
Mstep: Class 2 contains 29998 members
Entering Unmasked Estep
Score: -9193964.000000 Penalty: 3583.754883
Iteration 24Q: 3 clusters Score -9193964 nChanged 314
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31513 members
Mstep: Class 2 contains 29996 members
Entering Unmasked Estep
Score: -9194018.000000 Penalty: 3583.754883
Iteration 25Q: 3 clusters Score -9194018 nChanged 327
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31524 members
Mstep: Class 2 contains 29985 members
Entering Unmasked Estep
Score: -9194009.000000 Penalty: 3583.754883
Iteration 26Q: 3 clusters Score -9194009 nChanged 312
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31518 members
Mstep: Class 2 contains 29991 members
Entering Unmasked Estep
Score: -9193996.000000 Penalty: 3583.754883
Iteration 27Q: 3 clusters Score -9193996 nChanged 305
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31521 members
Mstep: Class 2 contains 29988 members
Entering Unmasked Estep
Score: -9194004.000000 Penalty: 3583.754883
Iteration 28Q: 3 clusters Score -9194004 nChanged 286
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31553 members
Mstep: Class 2 contains 29956 members
Entering Unmasked Estep
Score: -9194023.000000 Penalty: 3583.754883
Iteration 29Q: 3 clusters Score -9194023 nChanged 259
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31554 members
Mstep: Class 2 contains 29955 members
Entering Unmasked Estep
Score: -9194021.000000 Penalty: 3583.754883
Iteration 30Q: 3 clusters Score -9194021 nChanged 259
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31559 members
Mstep: Class 2 contains 29950 members
Entering Unmasked Estep
Score: -9194052.000000 Penalty: 3583.754883
Iteration 31Q: 3 clusters Score -9194052 nChanged 255
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31572 members
Mstep: Class 2 contains 29937 members
Entering Unmasked Estep
Score: -9194065.000000 Penalty: 3583.754883
Iteration 32Q: 3 clusters Score -9194065 nChanged 228
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31580 members
Mstep: Class 2 contains 29929 members
Entering Unmasked Estep
Score: -9194055.000000 Penalty: 3583.754883
Iteration 33Q: 3 clusters Score -9194055 nChanged 223
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31557 members
Mstep: Class 2 contains 29952 members
Entering Unmasked Estep
Score: -9194038.000000 Penalty: 3583.754883
Iteration 34Q: 3 clusters Score -9194038 nChanged 195
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31578 members
Mstep: Class 2 contains 29931 members
Entering Unmasked Estep
Score: -9194088.000000 Penalty: 3583.754883
Iteration 35Q: 3 clusters Score -9194088 nChanged 182
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31570 members
Mstep: Class 2 contains 29939 members
Entering Unmasked Estep
Score: -9194127.000000 Penalty: 3583.754883
Iteration 36Q: 3 clusters Score -9194127 nChanged 189
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31557 members
Mstep: Class 2 contains 29952 members
Entering Unmasked Estep
Score: -9194145.000000 Penalty: 3583.754883
Iteration 37Q: 3 clusters Score -9194145 nChanged 180
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31549 members
Mstep: Class 2 contains 29960 members
Entering Unmasked Estep
Score: -9194150.000000 Penalty: 3583.754883
Iteration 38Q: 3 clusters Score -9194150 nChanged 193
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31542 members
Mstep: Class 2 contains 29967 members
Entering Unmasked Estep
Score: -9194155.000000 Penalty: 3583.754883
Iteration 39Q: 3 clusters Score -9194155 nChanged 165
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31507 members
Mstep: Class 2 contains 30002 members
Entering Unmasked Estep
Score: -9194151.000000 Penalty: 3583.754883
Iteration 40F: 3 clusters Score -9194151 nChanged 182
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31455 members
Mstep: Class 2 contains 30054 members
Entering Unmasked Estep
Score: -9194135.000000 Penalty: 3583.754883
Iteration 41Q: 3 clusters Score -9194135 nChanged 176
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31455 members
Mstep: Class 2 contains 30054 members
Entering Unmasked Estep
Score: -9194128.000000 Penalty: 3583.754883
Iteration 42Q: 3 clusters Score -9194128 nChanged 163
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31452 members
Mstep: Class 2 contains 30057 members
Entering Unmasked Estep
Score: -9194146.000000 Penalty: 3583.754883
Iteration 43Q: 3 clusters Score -9194146 nChanged 151
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31453 members
Mstep: Class 2 contains 30056 members
Entering Unmasked Estep
Score: -9194132.000000 Penalty: 3583.754883
Iteration 44Q: 3 clusters Score -9194132 nChanged 140
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31453 members
Mstep: Class 2 contains 30056 members
Entering Unmasked Estep
Score: -9194127.000000 Penalty: 3583.754883
Iteration 45Q: 3 clusters Score -9194127 nChanged 126
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31429 members
Mstep: Class 2 contains 30080 members
Entering Unmasked Estep
Score: -9194133.000000 Penalty: 3583.754883
Iteration 46Q: 3 clusters Score -9194133 nChanged 110
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31417 members
Mstep: Class 2 contains 30092 members
Entering Unmasked Estep
Score: -9194125.000000 Penalty: 3583.754883
Iteration 47Q: 3 clusters Score -9194125 nChanged 79
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31426 members
Mstep: Class 2 contains 30083 members
Entering Unmasked Estep
Score: -9194135.000000 Penalty: 3583.754883
Iteration 48Q: 3 clusters Score -9194135 nChanged 72
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31432 members
Mstep: Class 2 contains 30077 members
Entering Unmasked Estep
Score: -9194156.000000 Penalty: 3583.754883
Iteration 49Q: 3 clusters Score -9194156 nChanged 60
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31426 members
Mstep: Class 2 contains 30083 members
Entering Unmasked Estep
Score: -9194165.000000 Penalty: 3583.754883
Iteration 50Q: 3 clusters Score -9194165 nChanged 53
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31417 members
Mstep: Class 2 contains 30092 members
Entering Unmasked Estep
Score: -9194154.000000 Penalty: 3583.754883
Iteration 51Q: 3 clusters Score -9194154 nChanged 58
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31421 members
Mstep: Class 2 contains 30088 members
Entering Unmasked Estep
Score: -9194152.000000 Penalty: 3583.754883
Iteration 52Q: 3 clusters Score -9194152 nChanged 59
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31428 members
Mstep: Class 2 contains 30081 members
Entering Unmasked Estep
Score: -9194177.000000 Penalty: 3583.754883
Iteration 53Q: 3 clusters Score -9194177 nChanged 54
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31424 members
Mstep: Class 2 contains 30085 members
Entering Unmasked Estep
Score: -9194174.000000 Penalty: 3583.754883
Iteration 54Q: 3 clusters Score -9194174 nChanged 52
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31424 members
Mstep: Class 2 contains 30085 members
Entering Unmasked Estep
Score: -9194179.000000 Penalty: 3583.754883
Iteration 55Q: 3 clusters Score -9194179 nChanged 38
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31428 members
Mstep: Class 2 contains 30081 members
Entering Unmasked Estep
Score: -9194176.000000 Penalty: 3583.754883
Iteration 56Q: 3 clusters Score -9194176 nChanged 37
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31429 members
Mstep: Class 2 contains 30080 members
Entering Unmasked Estep
Score: -9194179.000000 Penalty: 3583.754883
Iteration 57Q: 3 clusters Score -9194179 nChanged 33
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31428 members
Mstep: Class 2 contains 30081 members
Entering Unmasked Estep
Score: -9194149.000000 Penalty: 3583.754883
Iteration 58Q: 3 clusters Score -9194149 nChanged 30
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31424 members
Mstep: Class 2 contains 30085 members
Entering Unmasked Estep
Score: -9194147.000000 Penalty: 3583.754883
Iteration 59Q: 3 clusters Score -9194147 nChanged 40
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31424 members
Mstep: Class 2 contains 30085 members
Entering Unmasked Estep
Score: -9194160.000000 Penalty: 3583.754883
Iteration 60F: 3 clusters Score -9194160 nChanged 31
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31413 members
Mstep: Class 2 contains 30096 members
Entering Unmasked Estep
Score: -9194173.000000 Penalty: 3583.754883
Iteration 61Q: 3 clusters Score -9194173 nChanged 29
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31406 members
Mstep: Class 2 contains 30103 members
Entering Unmasked Estep
Score: -9194177.000000 Penalty: 3583.754883
Iteration 62Q: 3 clusters Score -9194177 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31399 members
Mstep: Class 2 contains 30110 members
Entering Unmasked Estep
Score: -9194191.000000 Penalty: 3583.754883
Iteration 63Q: 3 clusters Score -9194191 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31394 members
Mstep: Class 2 contains 30115 members
Entering Unmasked Estep
Score: -9194192.000000 Penalty: 3583.754883
Iteration 64Q: 3 clusters Score -9194192 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31387 members
Mstep: Class 2 contains 30122 members
Entering Unmasked Estep
Score: -9194180.000000 Penalty: 3583.754883
Iteration 65Q: 3 clusters Score -9194180 nChanged 22
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31385 members
Mstep: Class 2 contains 30124 members
Entering Unmasked Estep
Score: -9194167.000000 Penalty: 3583.754883
Iteration 66Q: 3 clusters Score -9194167 nChanged 19
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31390 members
Mstep: Class 2 contains 30119 members
Entering Unmasked Estep
Score: -9194171.000000 Penalty: 3583.754883
Iteration 67Q: 3 clusters Score -9194171 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31387 members
Mstep: Class 2 contains 30122 members
Entering Unmasked Estep
Score: -9194175.000000 Penalty: 3583.754883
Iteration 68Q: 3 clusters Score -9194175 nChanged 27
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31396 members
Mstep: Class 2 contains 30113 members
Entering Unmasked Estep
Score: -9194178.000000 Penalty: 3583.754883
Iteration 69Q: 3 clusters Score -9194178 nChanged 23
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31397 members
Mstep: Class 2 contains 30112 members
Entering Unmasked Estep
Score: -9194179.000000 Penalty: 3583.754883
Iteration 70Q: 3 clusters Score -9194179 nChanged 17
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31400 members
Mstep: Class 2 contains 30109 members
Entering Unmasked Estep
Score: -9194181.000000 Penalty: 3583.754883
Iteration 71Q: 3 clusters Score -9194181 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31401 members
Mstep: Class 2 contains 30108 members
Entering Unmasked Estep
Score: -9194185.000000 Penalty: 3583.754883
Iteration 72Q: 3 clusters Score -9194185 nChanged 11
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31396 members
Mstep: Class 2 contains 30113 members
Entering Unmasked Estep
Score: -9194187.000000 Penalty: 3583.754883
Iteration 73Q: 3 clusters Score -9194187 nChanged 9
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31395 members
Mstep: Class 2 contains 30114 members
Entering Unmasked Estep
Score: -9194187.000000 Penalty: 3583.754883
Iteration 74Q: 3 clusters Score -9194187 nChanged 7
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31398 members
Mstep: Class 2 contains 30111 members
Entering Unmasked Estep
Score: -9194184.000000 Penalty: 3583.754883
Iteration 75Q: 3 clusters Score -9194184 nChanged 4
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31398 members
Mstep: Class 2 contains 30111 members
Entering Unmasked Estep
Score: -9194180.000000 Penalty: 3583.754883
Iteration 76Q: 3 clusters Score -9194180 nChanged 2
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31398 members
Mstep: Class 2 contains 30111 members
Entering Unmasked Estep
Score: -9194177.000000 Penalty: 3583.754883
Iteration 77Q: 3 clusters Score -9194177 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31399 members
Mstep: Class 2 contains 30110 members
Entering Unmasked Estep
Score: -9194174.000000 Penalty: 3583.754883
Iteration 78Q: 3 clusters Score -9194174 nChanged 3
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31398 members
Mstep: Class 2 contains 30111 members
Entering Unmasked Estep
Score: -9194170.000000 Penalty: 3583.754883
Iteration 79Q: 3 clusters Score -9194170 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31397 members
Mstep: Class 2 contains 30112 members
Entering Unmasked Estep
Score: -9194171.000000 Penalty: 3583.754883
Iteration 80F: 3 clusters Score -9194171 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31396 members
Mstep: Class 2 contains 30113 members
Entering Unmasked Estep
Score: -9194180.000000 Penalty: 3583.754883
Iteration 81Q: 3 clusters Score -9194180 nChanged 1
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31395 members
Mstep: Class 2 contains 30114 members
Entering Unmasked Estep
Score: -9194171.000000 Penalty: 3583.754883
Iteration 82Q: 3 clusters Score -9194171 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 31395 members
Mstep: Class 2 contains 30114 members
Entering Unmasked Estep
Score: -9194171.000000 Penalty: 3583.754883
Iteration 83F: 3 clusters Score -9194171 nChanged 0
Entering Unmasked Mstep
Mstep: Class 0 contains 45 members
Mstep: Class 1 contains 12745 members
Mstep: Class 2 contains 61398 members
Mstep: Class 3 contains 252 members
Mstep: Class 4 contains 3580 members
Mstep: Class 5 contains 40881 members
Mstep: Class 6 contains 3684 members
Mstep: Class 7 contains 3343 members
Mstep: Class 8 contains 60383 members
Mstep: Class 9 contains 47661 members
Mstep: Class 10 contains 24974 members
Mstep: Class 11 contains 64184 members
Mstep: Class 12 contains 31395 members
Mstep: Class 13 contains 68407 members
Mstep: Class 14 contains 60954 members
Mstep: Class 15 contains 56784 members
Mstep: Class 16 contains 58881 members
Mstep: Class 17 contains 55858 members
Mstep: Class 18 contains 56481 members
Mstep: Class 19 contains 55064 members
Mstep: Class 20 contains 61307 members
Mstep: Class 21 contains 66111 members
Mstep: Class 22 contains 1746 members
Mstep: Class 23 contains 10047 members
Mstep: Class 24 contains 59422 members
Mstep: Class 25 contains 56852 members
Mstep: Class 26 contains 2844 members
Mstep: Class 27 contains 66163 members
Mstep: Class 28 contains 59547 members
Mstep: Class 29 contains 56859 members
Mstep: Class 30 contains 60836 members
Mstep: Class 31 contains 64717 members
Mstep: Class 32 contains 50313 members
Mstep: Class 33 contains 58082 members
Mstep: Class 34 contains 43597 members
Mstep: Class 35 contains 53630 members
Mstep: Class 36 contains 51507 members
Mstep: Class 37 contains 67585 members
Mstep: Class 38 contains 52950 members
Mstep: Class 39 contains 751 members
Mstep: Class 40 contains 25684 members
Mstep: Class 41 contains 44259 members
Mstep: Class 42 contains 1859 members
Mstep: Class 43 contains 30114 members
Entering Unmasked Estep
Score: -260043664.000000 Penalty: 100696.156250
Splitting cluster 12 changes total score from -260033056.000000 to -260043664.000000
So it's getting split into cluster 43.
Entering ConstructFrom:
Trying to split cluster 13 (68407 points)
Entering CEM
Assigned 2 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 68407 members
Entering Unmasked Estep
Score: -10191100.000000 Penalty: 1809.149902
Iteration 0F: 2 clusters Score -1.01911e+07 nChanged 0
Entering CEM
Assigned 3 initial classes randomly.
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 34322 members
Mstep: Class 2 contains 34085 members
Entering Unmasked Estep
Score: -10163007.000000 Penalty: 3618.299805
Iteration 0F: 3 clusters Score -1.016301e+07 nChanged 32643
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 35499 members
Mstep: Class 2 contains 32908 members
Entering Unmasked Estep
Score: -10182100.000000 Penalty: 3618.299805
Iteration 1F: 3 clusters Score -1.01821e+07 nChanged 3355
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 36096 members
Mstep: Class 2 contains 32311 members
Entering Unmasked Estep
Score: -10183199.000000 Penalty: 3618.299805
Iteration 2Q: 3 clusters Score -1.01832e+07 nChanged 3423
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 37031 members
Mstep: Class 2 contains 31376 members
Entering Unmasked Estep
Score: -10184582.000000 Penalty: 3618.299805
Iteration 3F: 3 clusters Score -1.018458e+07 nChanged 3776
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 38165 members
Mstep: Class 2 contains 30242 members
Entering Unmasked Estep
Score: -10186646.000000 Penalty: 3618.299805
Iteration 4F: 3 clusters Score -1.018665e+07 nChanged 4332
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39607 members
Mstep: Class 2 contains 28800 members
Entering Unmasked Estep
Score: -10189692.000000 Penalty: 3618.299805
Iteration 5F: 3 clusters Score -1.018969e+07 nChanged 4806
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40863 members
Mstep: Class 2 contains 27544 members
Entering Unmasked Estep
Score: -10193473.000000 Penalty: 3618.299805
Iteration 6F: 3 clusters Score -1.019347e+07 nChanged 4591
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41466 members
Mstep: Class 2 contains 26941 members
Entering Unmasked Estep
Score: -10196462.000000 Penalty: 3618.299805
Iteration 7F: 3 clusters Score -1.019646e+07 nChanged 3412
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41646 members
Mstep: Class 2 contains 26761 members
Entering Unmasked Estep
Score: -10197666.000000 Penalty: 3618.299805
Iteration 8Q: 3 clusters Score -1.019767e+07 nChanged 1999
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41741 members
Mstep: Class 2 contains 26666 members
Entering Unmasked Estep
Score: -10198093.000000 Penalty: 3618.299805
Iteration 9Q: 3 clusters Score -1.019809e+07 nChanged 1152
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41785 members
Mstep: Class 2 contains 26622 members
Entering Unmasked Estep
Score: -10198200.000000 Penalty: 3618.299805
Iteration 10Q: 3 clusters Score -1.01982e+07 nChanged 872
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41731 members
Mstep: Class 2 contains 26676 members
Entering Unmasked Estep
Score: -10198294.000000 Penalty: 3618.299805
Iteration 11Q: 3 clusters Score -1.019829e+07 nChanged 787
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41662 members
Mstep: Class 2 contains 26745 members
Entering Unmasked Estep
Score: -10198403.000000 Penalty: 3618.299805
Iteration 12Q: 3 clusters Score -1.01984e+07 nChanged 697
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41571 members
Mstep: Class 2 contains 26836 members
Entering Unmasked Estep
Score: -10198449.000000 Penalty: 3618.299805
Iteration 13Q: 3 clusters Score -1.019845e+07 nChanged 626
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41403 members
Mstep: Class 2 contains 27004 members
Entering Unmasked Estep
Score: -10198513.000000 Penalty: 3618.299805
Iteration 14Q: 3 clusters Score -1.019851e+07 nChanged 636
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41175 members
Mstep: Class 2 contains 27232 members
Entering Unmasked Estep
Score: -10198625.000000 Penalty: 3618.299805
Iteration 15Q: 3 clusters Score -1.019862e+07 nChanged 603
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40998 members
Mstep: Class 2 contains 27409 members
Entering Unmasked Estep
Score: -10198600.000000 Penalty: 3618.299805
Iteration 16Q: 3 clusters Score -1.01986e+07 nChanged 526
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40862 members
Mstep: Class 2 contains 27545 members
Entering Unmasked Estep
Score: -10198690.000000 Penalty: 3618.299805
Iteration 17Q: 3 clusters Score -1.019869e+07 nChanged 495
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40719 members
Mstep: Class 2 contains 27688 members
Entering Unmasked Estep
Score: -10198678.000000 Penalty: 3618.299805
Iteration 18Q: 3 clusters Score -1.019868e+07 nChanged 467
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40588 members
Mstep: Class 2 contains 27819 members
Entering Unmasked Estep
Score: -10198742.000000 Penalty: 3618.299805
Iteration 19Q: 3 clusters Score -1.019874e+07 nChanged 467
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40495 members
Mstep: Class 2 contains 27912 members
Entering Unmasked Estep
Score: -10198685.000000 Penalty: 3618.299805
Iteration 20F: 3 clusters Score -1.019868e+07 nChanged 456
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40423 members
Mstep: Class 2 contains 27984 members
Entering Unmasked Estep
Score: -10198757.000000 Penalty: 3618.299805
Iteration 21Q: 3 clusters Score -1.019876e+07 nChanged 459
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40366 members
Mstep: Class 2 contains 28041 members
Entering Unmasked Estep
Score: -10198817.000000 Penalty: 3618.299805
Iteration 22Q: 3 clusters Score -1.019882e+07 nChanged 466
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40316 members
Mstep: Class 2 contains 28091 members
Entering Unmasked Estep
Score: -10198849.000000 Penalty: 3618.299805
Iteration 23Q: 3 clusters Score -1.019885e+07 nChanged 433
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40257 members
Mstep: Class 2 contains 28150 members
Entering Unmasked Estep
Score: -10198946.000000 Penalty: 3618.299805
Iteration 24Q: 3 clusters Score -1.019895e+07 nChanged 392
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40189 members
Mstep: Class 2 contains 28218 members
Entering Unmasked Estep
Score: -10198904.000000 Penalty: 3618.299805
Iteration 25Q: 3 clusters Score -1.01989e+07 nChanged 370
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40107 members
Mstep: Class 2 contains 28300 members
Entering Unmasked Estep
Score: -10198914.000000 Penalty: 3618.299805
Iteration 26Q: 3 clusters Score -1.019891e+07 nChanged 375
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40034 members
Mstep: Class 2 contains 28373 members
Entering Unmasked Estep
Score: -10198942.000000 Penalty: 3618.299805
Iteration 27Q: 3 clusters Score -1.019894e+07 nChanged 430
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39986 members
Mstep: Class 2 contains 28421 members
Entering Unmasked Estep
Score: -10198904.000000 Penalty: 3618.299805
Iteration 28Q: 3 clusters Score -1.01989e+07 nChanged 410
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39956 members
Mstep: Class 2 contains 28451 members
Entering Unmasked Estep
Score: -10198952.000000 Penalty: 3618.299805
Iteration 29Q: 3 clusters Score -1.019895e+07 nChanged 426
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39940 members
Mstep: Class 2 contains 28467 members
Entering Unmasked Estep
Score: -10198929.000000 Penalty: 3618.299805
Iteration 30Q: 3 clusters Score -1.019893e+07 nChanged 416
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 39958 members
Mstep: Class 2 contains 28449 members
Entering Unmasked Estep
Score: -10198955.000000 Penalty: 3618.299805
Iteration 31Q: 3 clusters Score -1.019896e+07 nChanged 399
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40003 members
Mstep: Class 2 contains 28404 members
Entering Unmasked Estep
Score: -10199033.000000 Penalty: 3618.299805
Iteration 32Q: 3 clusters Score -1.019903e+07 nChanged 392
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40071 members
Mstep: Class 2 contains 28336 members
Entering Unmasked Estep
Score: -10199068.000000 Penalty: 3618.299805
Iteration 33Q: 3 clusters Score -1.019907e+07 nChanged 355
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40140 members
Mstep: Class 2 contains 28267 members
Entering Unmasked Estep
Score: -10199074.000000 Penalty: 3618.299805
Iteration 34Q: 3 clusters Score -1.019907e+07 nChanged 367
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40213 members
Mstep: Class 2 contains 28194 members
Entering Unmasked Estep
Score: -10199054.000000 Penalty: 3618.299805
Iteration 35Q: 3 clusters Score -1.019905e+07 nChanged 356
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40273 members
Mstep: Class 2 contains 28134 members
Entering Unmasked Estep
Score: -10199076.000000 Penalty: 3618.299805
Iteration 36Q: 3 clusters Score -1.019908e+07 nChanged 339
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40348 members
Mstep: Class 2 contains 28059 members
Entering Unmasked Estep
Score: -10199042.000000 Penalty: 3618.299805
Iteration 37Q: 3 clusters Score -1.019904e+07 nChanged 349
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40409 members
Mstep: Class 2 contains 27998 members
Entering Unmasked Estep
Score: -10199054.000000 Penalty: 3618.299805
Iteration 38Q: 3 clusters Score -1.019905e+07 nChanged 343
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40448 members
Mstep: Class 2 contains 27959 members
Entering Unmasked Estep
Score: -10199087.000000 Penalty: 3618.299805
Iteration 39Q: 3 clusters Score -1.019909e+07 nChanged 366
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40460 members
Mstep: Class 2 contains 27947 members
Entering Unmasked Estep
Score: -10199103.000000 Penalty: 3618.299805
Iteration 40F: 3 clusters Score -1.01991e+07 nChanged 348
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40542 members
Mstep: Class 2 contains 27865 members
Entering Unmasked Estep
Score: -10199131.000000 Penalty: 3618.299805
Iteration 41Q: 3 clusters Score -1.019913e+07 nChanged 334
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40614 members
Mstep: Class 2 contains 27793 members
Entering Unmasked Estep
Score: -10199111.000000 Penalty: 3618.299805
Iteration 42Q: 3 clusters Score -1.019911e+07 nChanged 338
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40696 members
Mstep: Class 2 contains 27711 members
Entering Unmasked Estep
Score: -10199151.000000 Penalty: 3618.299805
Iteration 43Q: 3 clusters Score -1.019915e+07 nChanged 338
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40784 members
Mstep: Class 2 contains 27623 members
Entering Unmasked Estep
Score: -10199160.000000 Penalty: 3618.299805
Iteration 44Q: 3 clusters Score -1.019916e+07 nChanged 337
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40867 members
Mstep: Class 2 contains 27540 members
Entering Unmasked Estep
Score: -10199181.000000 Penalty: 3618.299805
Iteration 45Q: 3 clusters Score -1.019918e+07 nChanged 322
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40945 members
Mstep: Class 2 contains 27462 members
Entering Unmasked Estep
Score: -10199198.000000 Penalty: 3618.299805
Iteration 46Q: 3 clusters Score -1.01992e+07 nChanged 333
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41028 members
Mstep: Class 2 contains 27379 members
Entering Unmasked Estep
Score: -10199214.000000 Penalty: 3618.299805
Iteration 47Q: 3 clusters Score -1.019921e+07 nChanged 323
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41075 members
Mstep: Class 2 contains 27332 members
Entering Unmasked Estep
Score: -10199272.000000 Penalty: 3618.299805
Iteration 48Q: 3 clusters Score -1.019927e+07 nChanged 350
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41095 members
Mstep: Class 2 contains 27312 members
Entering Unmasked Estep
Score: -10199279.000000 Penalty: 3618.299805
Iteration 49Q: 3 clusters Score -1.019928e+07 nChanged 383
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41128 members
Mstep: Class 2 contains 27279 members
Entering Unmasked Estep
Score: -10199306.000000 Penalty: 3618.299805
Iteration 50Q: 3 clusters Score -1.019931e+07 nChanged 392
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41136 members
Mstep: Class 2 contains 27271 members
Entering Unmasked Estep
Score: -10199308.000000 Penalty: 3618.299805
Iteration 51Q: 3 clusters Score -1.019931e+07 nChanged 379
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41115 members
Mstep: Class 2 contains 27292 members
Entering Unmasked Estep
Score: -10199251.000000 Penalty: 3618.299805
Iteration 52Q: 3 clusters Score -1.019925e+07 nChanged 362
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41113 members
Mstep: Class 2 contains 27294 members
Entering Unmasked Estep
Score: -10199305.000000 Penalty: 3618.299805
Iteration 53Q: 3 clusters Score -1.01993e+07 nChanged 347
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41136 members
Mstep: Class 2 contains 27271 members
Entering Unmasked Estep
Score: -10199327.000000 Penalty: 3618.299805
Iteration 54Q: 3 clusters Score -1.019933e+07 nChanged 323
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41113 members
Mstep: Class 2 contains 27294 members
Entering Unmasked Estep
Score: -10199327.000000 Penalty: 3618.299805
Iteration 55Q: 3 clusters Score -1.019933e+07 nChanged 324
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41093 members
Mstep: Class 2 contains 27314 members
Entering Unmasked Estep
Score: -10199395.000000 Penalty: 3618.299805
Iteration 56Q: 3 clusters Score -1.01994e+07 nChanged 322
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 41067 members
Mstep: Class 2 contains 27340 members
Entering Unmasked Estep
Score: -10199384.000000 Penalty: 3618.299805
Iteration 57Q: 3 clusters Score -1.019938e+07 nChanged 331
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40978 members
Mstep: Class 2 contains 27429 members
Entering Unmasked Estep
Score: -10199400.000000 Penalty: 3618.299805
Iteration 58Q: 3 clusters Score -1.01994e+07 nChanged 320
Entering Unmasked Mstep
Mstep: Class 0 contains 0 members
Mstep: Class 1 contains 40932 members
Mstep: Class 2 contains 27475 members
Entering Unmasked Estep
Score: -1